| Convenience dispatcher for p-value adjustment methods | adjust_p_values |
| Sorted vector of all command names + aliases | all_stat_command_names |
| Replicate Doob's full Federal Court affidavit (Tables 1-3) | analyze_doob_full_affidavit |
| Analyse Doob Affidavit Table 1 — 5-year average annual releases | analyze_doob_table1_releases |
| Analyse Doob Affidavit Table 2 — prisoner flow | analyze_doob_table2_flow |
| Analyse Doob Affidavit Table 3 — age over-/under-representation | analyze_doob_table3_age_overrepresentation |
| Anderson-Darling test | anderson_darling |
| ANOVA table from a fitted model | anova_table |
| ARSAU dataset loaders + registry (R-side mirror of morie.arsau_datasets) | arsau |
| Per-record-type ARSAU analysis pipelines (R-side mirror of 'morie.arsau_analyze'). | arsau_analyze |
| ARSAU CKAN sidecar helpers + tidy registry view (R-side companion to 'morie.arsau_datasets'). | arsau_datasets |
| Known ARSAU dataset kinds. | ARSAU_KINDS |
| Return the ARSAU registry as a list of entries. | ARSAU_REGISTRY |
| Known ARSAU year/range keys. | ARSAU_YEARS |
| Comprehensive calibration assessment for binary outcomes | assess_calibration |
| Discrimination assessment for binary classifier | assess_discrimination |
| Comprehensive per-variable audit walker (R-side mirror) | audit_variables |
| Automatic test selection | auto_test |
| Bartlett's test for equality of variances | bartlett_test |
| Benjamini-Hochberg FDR control | benjamini_hochberg bh |
| Benjamini-Yekutieli FDR control under arbitrary dependence | benjamini_yekutieli by_fdr |
| Bias-adjusted treatment effect (Ding & VanderWeele 2016) | bias_adjusted_estimate |
| Block bootstrap for dependent / time-series data | block_bootstrap |
| Bonferroni FWER correction | bonferroni |
| Nonparametric bootstrap inference | bootstrap |
| .632 and .632+ bootstrap estimators for prediction error | bootstrap_632 |
| Generic bootstrap CI wrapper for any effect-size function | bootstrap_effect_size_ci |
| Bootstrap .632 / .632+ validation | bootstrap_validate |
| Butterworth bandpass filter | buttbp |
| Butterworth bandstop (notch) filter | buttbs |
| Butterworth highpass filter | butthp |
| Butterworth lowpass filter | buttlp |
| Cauchy combination test (Liu and Xie 2020) | cauchy_combination |
| CCRSO Table 1 — 5-year average annual conditional releases | CCRSO_TABLE1_RELEASES |
| CCRSO Table 2 — prisoner flow 2013/14-2017/18 | CCRSO_TABLE2_FLOW |
| CCRSO/StatsCan Table 3 — 2018 age distribution | CCRSO_TABLE3_AGE |
| Real cepstrum | cepst |
| Print the morie cheat sheet | cheatsheet |
| Check referential integrity (child FK -> parent PK) | check_referential_integrity |
| Chi-squared goodness-of-fit test | chi2_goodness_of_fit |
| Chi-squared test of independence | chi2_independence |
| CKAN Metadata for Open Data APIs | ckan_metadata |
| Common Language Effect Size (probability of superiority) | cles |
| Cliff's delta | cliffs_delta |
| Cochran's Q test | cochrans_q |
| S3 coef method for cmprsk::crr objects. | coef.crr |
| Coefficient of variation | coefficient_of_variation |
| Cohen's d for independent samples | cohens_d |
| Cohen's f from eta-squared | cohens_f |
| Cohen's kappa for two raters | cohens_kappa |
| Cohen's w for chi-squared | cohens_w |
| Comprehensive multicollinearity diagnostics | collinearity_diagnostics |
| Construct a column rule | column_rule |
| Commands grouped by category | commands_by_category |
| Comprehensive goodness-of-fit statistics | compute_goodness_of_fit |
| Compute leverage and influence diagnostics | compute_influence |
| Compute residual diagnostics | compute_residuals |
| Variance Inflation Factors | compute_vif |
| Pairwise correlation matrix with p-values | correlation_matrix |
| Pairwise correlation matrix with significance stars | correlation_table |
| Cramer's V for a contingency table | cramers_v |
| Create a manifest of the environment for reproducibility | create_reproducibility_manifest |
| Cross-validate a model using a user-supplied fit/predict pair | cross_validate |
| Convert Cohen's d to NNT given a control event rate | d_to_nnt |
| Convert Cohen's d to odds ratio | d_to_or |
| Convert Cohen's d to Pearson r | d_to_r |
| D'Agostino-Pearson omnibus normality test | dagostino_pearson |
| MORIE Dataset Catalog | dataset_catalog |
| Decision curve analysis | decision_curve_analysis |
| Doob decoupling test | decoupling_test |
| Delete-d (generalised) jackknife | delete_d_jackknife |
| Bootstrap optimism-corrected performance | detect_overfitting |
| Detrended fluctuation analysis (DFA) | dfa |
| Doob Federal Court Affidavit — national-aggregate trend analyses | doob_trends |
| E-value for unmeasured confounding (continuous-ATE scale) | e_value |
| E-value for a standardised mean difference (Cohen's d) | e_value_d |
| E-value for a hazard ratio | e_value_hr |
| E-value for an odds ratio | e_value_or |
| E-value for a risk ratio | e_value_rr |
| Pan-Tompkins QRS / R-peak detector | ecgdet |
| Build an effect-size result | effect_size_result |
| Comprehensive effect-size calculations | effect_sizes |
| Treatment effect estimators (ATE, LATE, G-computation, sensitivity) | effects |
| Epsilon-squared (Kelley, 1935) | epsilon_squared |
| IPW-weighted OLS ATE | estimate_ate |
| G-computation ATE with bootstrap SE | estimate_ate_gcomputation |
| Estimate the proportion of true null hypotheses (pi0) | estimate_pi0 |
| Partially Linear IV (PLIV) / Local Average Treatment Effect | estimate_pliv |
| Partially Linear Regression (PLR) ATE | estimate_plr |
| Eta-squared from ANOVA sums of squares | eta_squared |
| Human-readable description of a morie output CSV | explain_file |
| Names of all morie output CSVs with registered explanations | explain_known_files |
| External validation on new data | external_validate |
| City-agnostic data profiles for the predictive-policing audit | fairness_cityprofile |
| Group-disparity metrics for auditing classification systems | fairness_metrics |
| Multi-city temporal disparity audit | fairness_temporal |
| Fallback (fixed-sequence with alpha spending) | fallback_procedure |
| Fisher's method for combining independent p-values | fisher_combined |
| Fisher's exact test for a 2x2 table | fisher_exact_test |
| Fixed-effects (inverse-variance) meta-analytic pooling | fixed_effects_meta |
| Fixed-sequence (predetermined order) testing | fixed_sequence |
| Fleiss' kappa for multiple raters | fleiss_kappa |
| Apply uniform formatting to numeric columns | format_dataframe |
| Format a single number according to style conventions | format_number |
| Format method for OTIS results | format.morie_otis_result |
| Friedman test (repeated-measures rank ANOVA) | friedman_test |
| Group-disparity metrics for auditing classification and risk systems | frns_metrics |
| Generalised predictive-policing disparity audit | frns_predpol |
| Multi-city temporal disparity audit | frns_temporal |
| Full diagnostic report | full_diagnostics |
| Thin-plate spline smoother via mgcv::gam | gam_smoother |
| Glass's delta — control-group SD denominator | glass_delta |
| Harmonic mean p-value | harmonic_mean_p |
| Hazard-ratio table from Cox model components | hazard_ratio_table |
| Complex cepstrum with phase unwrapping | hcepst |
| Homomorphic deconvolution via cepstral liftering | hdecon |
| Hedges' g — bias-corrected Cohen's d | hedges_g |
| Higuchi fractal dimension | hfd |
| Hierarchical (serial gatekeeping) Bonferroni procedure | hierarchical_bonferroni |
| Hochberg step-up FWER procedure | hochberg |
| Holm step-down FWER procedure | holm |
| Holm-Sidak step-down procedure | holm_sidak |
| Hommel FWER procedure | hommel |
| Hosmer-Lemeshow goodness-of-fit test for logistic regression | hosmer_lemeshow_test |
| HRV frequency-domain metrics (VLF, LF, HF, LF/HF) | hrvfd |
| HRV nonlinear metrics (Poincare SD1, SD2) | hrvnl |
| HRV time-domain metrics (SDNN, RMSSD, pNN50) | hrvtd |
| I^2 heterogeneity statistic (Higgins) | i_squared |
| Incidence rate difference (IRD) | incidence_rate_difference |
| Intraclass correlation coefficient (Shrout & Fleiss 1979) | intraclass_correlation |
| Delete-one (leave-one-out) jackknife | jackknife |
| Jarque-Bera test for normality | jarque_bera |
| Kernel density estimation | kde |
| Kendall's tau-b correlation | kendall_correlation |
| Kernel-weighted conditional mean and variance | kernel_cond_moments |
| Evaluate a kernel function at point u | kernel_eval |
| Kernel type integer codes | kernel-codes KERNEL_BIWEIGHT KERNEL_EPANECHNIKOV KERNEL_GAUSSIAN KERNEL_TRIANGULAR KERNEL_UNIFORM |
| Katz fractal dimension | kfd |
| Kruskal-Wallis H-test | kruskal_wallis |
| One-sample Kolmogorov-Smirnov test | ks_test_one_sample |
| Two-sample Kolmogorov-Smirnov test | ks_test_two_sample |
| Leave-one-out cross-validation | leave_one_out_cv |
| Levene's test for equality of variances | levene_test |
| Runtime license-compatibility guard for morie | license_check |
| Likelihood ratio test for nested models | likelihood_ratio_test |
| Lilliefors test for normality | lilliefors_test |
| Pregibon link test | link_test |
| Local false discovery rate via empirical-Bayes two-component mixture | local_fdr |
| Local linear kernel regression | local_linear |
| Synchronised longitudinal-panel simulation (R parity) | longitudinal_sim |
| Leave-one-out cross-validation bandwidth for NW regression | loocv_bandwidth |
| Mann-Whitney U / Wilcoxon rank-sum test | mann_whitney_u |
| Manski worst-case bounds for the ATE | manski_bounds |
| McNemar's test (paired nominal data) | mcnemar_test |
| Midrank vector with tie summary (Gibbons Ch 5.6.2) | midranks |
| Compare multiple model fits on AIC, BIC, log-likelihood and (optional) LR tests | model_comparison_table |
| One-way ANOVA | morie_anova_one_way |
| ARCH(1)-in-mean model | morie_arch_in_mean |
| Analysis of the ARSAU aggregate-summary-by-year file (2020-2022). | morie_arsau_analyze_aggregate_summary |
| Wide-format analysis of the 2020-2022 detailed-incident dataset. | morie_arsau_analyze_detailed_dataset |
| End-to-end analysis of the ARSAU individual_records CSV for one year. | morie_arsau_analyze_individual_records |
| End-to-end analysis of the ARSAU main_records CSV for one year. | morie_arsau_analyze_main_records |
| Analysis of ARSAU probe_cycle_records (CEW telemetry). | morie_arsau_analyze_probe_cycle_records |
| Analysis of ARSAU weapon_records. | morie_arsau_analyze_weapon_records |
| List ARSAU dataset kinds, optionally restricted to one year. | morie_arsau_available_datasets |
| List ARSAU year / year-range buckets. | morie_arsau_available_years |
| Build the upstream CKAN 'datastore_search' URL for a registry entry. | morie_arsau_ckan_url |
| Describe a single ARSAU dataset entry. | morie_arsau_describe |
| Bulk-download every ARSAU CSV + sidecar from the upstream Catalogue. | morie_arsau_download |
| Fetch the CKAN sidecar JSON for a registry entry. | morie_arsau_fetch_sidecar |
| Load ARSAU aggregate-summary-by-year CSV (2020-2022 only). | morie_arsau_load_aggregate_summary |
| Load ARSAU detailed-incident-level CSV (2020-2022 only). | morie_arsau_load_detailed_dataset |
| Load ARSAU individual_records CSV. | morie_arsau_load_individual_records |
| Load ARSAU main_records CSV for the given year. | morie_arsau_load_main_records |
| Load ARSAU probe_cycle_records CSV (CEW telemetry). | morie_arsau_load_probe_cycle_records |
| Load ARSAU weapon_records CSV. | morie_arsau_load_weapon_records |
| Read an Ontario-Catalogue Markdown data-dictionary sidecar. | morie_arsau_read_markdown_dictionary |
| Read a CKAN datastore_search JSON sidecar. | morie_arsau_read_sidecar |
| Read an Ontario-Catalogue XLSX data-dictionary sidecar. | morie_arsau_read_xlsx_dictionary |
| ARSAU registry rendered as a tidy 'data.frame'. | morie_arsau_registry_df |
| Extract a simplified '[name, type, notes]' schema from a parsed CKAN sidecar. | morie_arsau_sidecar_schema |
| Convert a CKAN sidecar's 'records' array-of-arrays into a 'data.frame'. | morie_arsau_sidecar_to_frame |
| Audit both OTIS and ARSAU. | morie_audit_all_variables |
| Audit every ARSAU variable. | morie_audit_arsau_variables |
| Audit every OTIS variable. | morie_audit_otis_variables |
| Audit declared outputs against files on disk | morie_audit_public_outputs |
| BayesC-pi spike-and-slab variable selection (short Gibbs) | morie_bayes_cpi_genomic |
| BayesA via short Gibbs sampler (Meuwissen-Hayes-Goddard 2001) | morie_bayes_ridge_gibbs |
| Bayesian LASSO (Park & Casella 2008 short Gibbs) | morie_bayesian_lasso_full |
| Bayesian ridge regression (RR-BLUP closed form) | morie_bayesian_ridge_regression |
| Bootstrap resampling for any statistic | morie_bootstrap_sample |
| Build an outputs manifest from a directory of artifacts | morie_build_outputs_manifest |
| Get path to the built-in MORIE datasets database | morie_builtin_db |
| Clear morie's persistent cache directory | morie_cache_clear |
| morie cache contract | morie_cache_dir |
| Cache local RDS/CSV data into the SQLite database | morie_cache_file |
| List all tables in the MORIE cache | morie_cache_list |
| Load a table from the MORIE cache | morie_cache_load |
| Store a data frame in the MORIE cache | morie_cache_store |
| Calculate estimated Blood Alcohol Concentration (eBAC) | morie_calculate_ebac |
| Calculate inverse probability of treatment weights (IPTW) | morie_calculate_ipw_weights |
| Calibration weights via iterative proportional fitting (raking) | morie_calibration_weights |
| Canonicalize raw CPADS PUMF columns | morie_canonicalize_cpads_data |
| Check whether a downstream package's SPDX is GPL-compatible | morie_check_plugin_license |
| Chi-square test of independence or goodness-of-fit | morie_chi_square_test |
| Search any CKAN open-data portal for datasets | morie_ckan_search |
| Classify one variable. | morie_classify_variable |
| Two-stage cluster sampling | morie_cluster_sample |
| CNN genomic predictor (Conv1D + GAP + dense, base R) | morie_cnn_genomic |
| Cohen's d effect size | morie_cohens_d |
| Magnitude-squared morie_coherence between two time series | morie_coherence |
| Compare nested logistic-regression models via likelihood-ratio test | morie_compare_nested_logistic_models |
| Compute inverse-probability design weights | morie_compute_design_weights |
| Kendall's coefficient of concordance W (Gibbons Ch 12.5) | morie_concordance_incomplete |
| Confusion matrix with precision / recall / F1 (R parity) | morie_confusion_matrix_metrics |
| Pearson contingency coefficient C (Gibbons Ch 14.2.1) | morie_contingency_coefficient |
| Nonparametric many-to-one comparisons to a control (Gibbons Ch 10.7) | morie_control_comparison |
| Mood's median (control-median) test (Gibbons Ch 6.5) | morie_control_median_test |
| Canonical CKAN resource id table for the Corrections UoF dataset. | morie_corrections_uof_resource_ids |
| Canonicalize raw CPADS PUMF columns into morie's analysis schema. | morie_cpads_canonicalize_frame |
| Return the CPADS analysis-frame contract. | morie_cpads_contract |
| Detect whether a data frame looks like raw CPADS PUMF data. | morie_cpads_has_raw_columns |
| Infer the on-disk file format for a CPADS file path. | morie_cpads_infer_file_format |
| Identify missing canonical CPADS variables in a column set. | morie_cpads_missing_variables |
| Validate a data frame against the canonical CPADS analysis contract. | morie_cpads_validate_frame |
| Cramer's V for categorical association | morie_cramers_v |
| ChaCha20-Poly1305 IETF authenticated decryption | morie_crypto_chacha20_poly1305_decrypt |
| ChaCha20-Poly1305 IETF authenticated encryption | morie_crypto_chacha20_poly1305_encrypt |
| HKDF-SHA256 (RFC 5869) | morie_crypto_hkdf_sha256 |
| Hybrid decrypt: ML-KEM-768 + ChaCha20-Poly1305 | morie_crypto_hybrid_decrypt |
| Hybrid encrypt: ML-KEM-768 + ChaCha20-Poly1305 | morie_crypto_hybrid_encrypt |
| Generate an ML-KEM-768 key pair for hybrid encryption | morie_crypto_hybrid_keygen |
| Create a new empty morie keystore | morie_crypto_keystore_create |
| List key names in the morie keystore | morie_crypto_keystore_list |
| Load a key pair from the morie keystore | morie_crypto_keystore_load |
| Store a key pair in the morie keystore | morie_crypto_keystore_store |
| Is liboqs available in this morie build? | morie_crypto_liboqs_available |
| liboqs runtime version string | morie_crypto_liboqs_version |
| ML-DSA-65 keypair generation (NIST FIPS 204) | morie_crypto_mldsa65_keygen |
| ML-DSA-65 signature | morie_crypto_mldsa65_sign |
| ML-DSA-65 signature verification | morie_crypto_mldsa65_verify |
| ML-KEM-768 decapsulation | morie_crypto_mlkem768_decaps |
| ML-KEM-768 encapsulation | morie_crypto_mlkem768_encaps |
| ML-KEM-768 keypair generation (NIST FIPS 203) | morie_crypto_mlkem768_keygen |
| Cryptographically secure random bytes (libsodium) | morie_crypto_random_bytes |
| Is libsodium available in this morie build? | morie_crypto_sodium_available |
| libsodium runtime version string | morie_crypto_sodium_version |
| List all datasets in the MORIE catalog | morie_dataset_catalog |
| Build a single-column profile record. | morie_dataset_column_profile |
| Detect the suggested epidemiological role of a column. | morie_dataset_detect_role |
| Infer the Stevens NOIR measurement level for a single vector. | morie_dataset_infer_level |
| Get metadata for a single dataset | morie_dataset_info |
| Load a dataset from a CSV / TSV / Excel / Parquet / JSON file. | morie_dataset_load |
| Build the cross-portal dataset catalog | morie_dataset_portal_catalog |
| Clear the session-scoped portal-catalog cache | morie_dataset_portal_catalog_clear_cache |
| Fully profile a data frame without prior schema knowledge. | morie_dataset_profile |
| Render a human-readable dataset profile summary table. | morie_dataset_profile_summary_table |
| Serialize a dataset profile to a plain nested list. | morie_dataset_profile_to_list |
| Suggest an ordered analysis plan based on a dataset profile. | morie_dataset_suggest_plan |
| Compute level-appropriate summary statistics for one column. | morie_dataset_summarize_column |
| Generic by-id loader for any ArcGIS Online Feature Service item. | morie_datasets_arcgis_item_by_id |
| Resolve any ArcGIS Online item id to its FeatureServer URL + canonical metadata. | morie_datasets_arcgis_item_metadata |
| Ontario Use-of-Force aggregate summary (5-year 2020-2022, pre-RBDS rollup) | morie_datasets_arsau_aggregate_summary |
| Ontario Use-of-Force detailed dataset (5-year 2020-2022, pre-RBDS) | morie_datasets_arsau_detailed_dataset |
| Ontario Use-of-Force individual records (one row per individual-in-incident) | morie_datasets_arsau_uof_individual_records |
| Ontario Use-of-Force main records (one row per incident) | morie_datasets_arsau_uof_main_records |
| Ontario Use-of-Force probe-cycle records (one row per CEW cartridge probe per individual-in-incident) | morie_datasets_arsau_uof_probe_cycle_records |
| Ontario Use-of-Force weapon records (one row per weapon per individual-in-incident) | morie_datasets_arsau_uof_weapon_records |
| Pull a BigQuery table (or filtered slice) as a 'data.frame'. | morie_datasets_bigquery |
| Browse + filter the morie cross-portal dataset catalog | morie_datasets_browse |
| Calgary Community Crime Statistics (sample) | morie_datasets_calgary_community_crime_stats morie_datasets_calgary_fire_response_calls morie_datasets_calgary_fire_stations |
| Calgary Open Data crime-adjacent catalog | morie_datasets_calgary_open_crime_adjacent_layers morie_datasets_edmonton_open_crime_adjacent_layers morie_datasets_ottawa_open_crime_adjacent_layers |
| Fetch a Calgary Open Data Socrata dataset by ID | morie_datasets_calgary_socrata_by_id morie_datasets_edmonton_socrata_by_id |
| City of Chicago Open Data - Arrests feed ('dpt3-jri9') | morie_datasets_chicago_arrests |
| Chicago Community Area boundaries (cauq-8yn6) | morie_datasets_chicago_community_areas |
| City of Chicago "Crimes - 2001 to Present" feed ('ijzp-q8t2') | morie_datasets_chicago_crime |
| City of Chicago "Crimes - 2001 to Present - Map" view ('ahwe-kpsy') | morie_datasets_chicago_crime_map |
| City of Chicago Crimes feed via OData v4 ('ijzp-q8t2') | morie_datasets_chicago_crime_odata |
| One-call Chicago crime + boundary + dictionary join | morie_datasets_chicago_crime_resolved |
| City of Chicago Crimes feed - arbitrary-SoQL escape hatch | morie_datasets_chicago_crime_soql |
| Chicago Police Department - Illinois Uniform Crime Reporting (IUCR) code dictionary (c7ck-438e) | morie_datasets_chicago_iucr_codes |
| Chicago Neighborhoods boundary (Office of Tourism) | morie_datasets_chicago_neighborhoods |
| Chicago Police Beats (current) boundaries ('n9it-hstw') | morie_datasets_chicago_police_beats |
| Chicago Police Districts (current) boundaries (24zt-jpfn) | morie_datasets_chicago_police_districts |
| Chicago City Council Ward boundaries (sp34-6z76) | morie_datasets_chicago_wards |
| Pull every CSV resource of a CKAN package as a list of data frames. | morie_datasets_ckan_package |
| Search a CKAN open-data portal by free-text query. | morie_datasets_ckan_search |
| Inmate-participant ethnic origin | morie_datasets_corrections_uof_ethnic_origin |
| Incident-type lookup | morie_datasets_corrections_uof_incident_type |
| Use-of-force incidents (head dataset) | morie_datasets_corrections_uof_incidents |
| Inmate-participant Indigenous identity | morie_datasets_corrections_uof_indigenous |
| Inmate-to-incidents bridging table | morie_datasets_corrections_uof_inmate_incident |
| Inmate-participant demographics (head) | morie_datasets_corrections_uof_inmate_participant |
| Institution-level annual incident summary | morie_datasets_corrections_uof_institution_summary |
| Location-of-incident annual summary | morie_datasets_corrections_uof_location_summary |
| Inmate-participant race | morie_datasets_corrections_uof_race |
| Inmate-participant religion | morie_datasets_corrections_uof_religion |
| Select-incident-type annual summary | morie_datasets_corrections_uof_select_incident_summary |
| Staff-to-incidents bridging table | morie_datasets_corrections_uof_staff_incident |
| Load the Canadian Postsecondary Alcohol and Drug-use Survey (CPADS) | morie_datasets_cpads |
| Chicago Police Department - Public Arrest Data (2014-2017) | morie_datasets_cpd_public_arrests |
| Edmonton Police Station locations | morie_datasets_edmonton_fire_stations morie_datasets_edmonton_police_stations |
| List the external Socrata datasets wrapped by morie | morie_datasets_external_socrata_layers |
| Load a dataset by its cross-portal catalog 'dataset_key' | morie_datasets_load_by_key |
| Fetch records from any donnees.montreal.ca CKAN datastore resource | morie_datasets_montreal_ckan_resource |
| Donnees Montreal "Loi, justice et securite publique" catalog | morie_datasets_montreal_justice_safety_layers |
| SIM intervention TYPE -> French description dictionary | morie_datasets_montreal_sim_intervention_types |
| SIM Montreal Fire Service intervention records (sample) | morie_datasets_montreal_sim_interventions |
| NamUs missing-persons case metadata. | morie_datasets_namus_missing_persons |
| FBI NIBRS offence-event records via the Crime Data Explorer API. | morie_datasets_nibrs |
| NIST Reference Datasets (RDS) catalog metadata. | morie_datasets_nist_rds |
| NYC Borough Boundaries ('gthc-hcne') | morie_datasets_nyc_boroughs |
| Unified catalog of NYC OpenData boundary loaders | morie_datasets_nyc_boundaries_catalog |
| NYC community district boundaries | morie_datasets_nyc_community_districts |
| NYC City Council district boundaries | morie_datasets_nyc_council_districts |
| NYC Neighborhood Tabulation Areas (2020) | morie_datasets_nyc_ntas_2020 |
| NYPD Arrests Data (Historic) | morie_datasets_nyc_nypd_arrests_historic |
| NYPD Arrest Data (Year to Date) | morie_datasets_nyc_nypd_arrests_ytd |
| NYPD borough-code cross-reference (1-letter / UPPER / numeric) | morie_datasets_nyc_nypd_boro_crosswalk |
| Generic NYC NYPD dataset loader by registry key | morie_datasets_nyc_nypd_by_key |
| NYPD Complaint Data Historic | morie_datasets_nyc_nypd_complaint_historic |
| NYPD Complaint Data Current (Year To Date) | morie_datasets_nyc_nypd_complaint_ytd |
| NYPD Hate Crimes | morie_datasets_nyc_nypd_hate_crimes |
| NYS / NYC statute book code dictionary | morie_datasets_nyc_nypd_law_books |
| List the NYPD criminal-justice Socrata datasets wrapped by morie | morie_datasets_nyc_nypd_layers |
| NYPD offense-code dictionary ('ky_cd' + 'pd_cd' + descriptions) | morie_datasets_nyc_nypd_offense_codes |
| One-call NYPD data + borough + precinct join | morie_datasets_nyc_nypd_resolved |
| NYPD Use of Force Incidents | morie_datasets_nyc_nypd_uof_incidents |
| NYPD Use of Force: Subjects | morie_datasets_nyc_nypd_uof_subjects |
| NYPD Vehicle Stop Reports | morie_datasets_nyc_nypd_vehicle_stops |
| NYC OpenData bulk catalog (2851 entities) | morie_datasets_calgary_opendata_bulk_layers morie_datasets_chicago_opendata_bulk_layers morie_datasets_edmonton_opendata_bulk_layers morie_datasets_montreal_opendata_bulk_layers morie_datasets_nyc_opendata_bulk_layers morie_datasets_ottawa_opendata_bulk_layers morie_datasets_toronto_opendata_bulk_layers morie_datasets_vancouver_opendata_bulk_layers |
| NYC Police Precincts boundary layer ('y76i-bdw7') | morie_datasets_nyc_police_precincts |
| NYC public school district boundaries (NYS K-12) | morie_datasets_nyc_school_districts |
| Fetch a NYC OpenData Socrata dataset by ID | morie_datasets_chicago_socrata_by_id morie_datasets_nyc_socrata_by_id |
| NYPD Stop, Question and Frisk (SQF) microdata via NYC OpenData. | morie_datasets_nyc_stop_and_frisk |
| NYC ZIP Code Tabulation Areas (ZCTAs) | morie_datasets_nyc_zctas |
| Generic Ontario CKAN dataset loader (by registry key) | morie_datasets_ontario_ckan_by_key |
| List the Ontario CKAN datasets wrapped by morie | morie_datasets_ontario_ckan_layers |
| Load the OTIS A01 Restrictive-Confinement Detailed Dataset | morie_datasets_otis_a01 |
| OTIS a01 - Restrictive Confinement (detailed per-individual) | morie_datasets_otis_a01_restrictive_confinement |
| OTIS b01 - Segregation detailed (per-individual episodes) | morie_datasets_otis_b01_segregation_detailed |
| OTIS b02 - Segregation total days per individual | morie_datasets_otis_b02_segregation_total_days |
| OTIS b03 - Segregation placements: alerts + hold by institution | morie_datasets_otis_b03_seg_alerts_by_institution |
| OTIS b04 - Segregation consecutive durations by region | morie_datasets_otis_b04_seg_consecutive_by_region |
| OTIS b05 - Segregation placements by consecutive-length bucket | morie_datasets_otis_b05_seg_consecutive_lengths |
| OTIS b06 - Segregation placements: reason for placement by institution | morie_datasets_otis_b06_seg_reason_by_institution |
| OTIS b07 - Segregation placements: alerts + hold by gender | morie_datasets_otis_b07_seg_alerts_by_gender |
| OTIS b08 - Segregation consecutive durations by institution | morie_datasets_otis_b08_seg_consecutive_by_institution |
| OTIS b09 - Individuals in segregation by number of times placed | morie_datasets_otis_b09_seg_n_times |
| OTIS c01 - Total individuals (in custody / restrictive confinement / segregation) | morie_datasets_otis_c01_individuals_total |
| OTIS c02 - Individuals by institution | morie_datasets_otis_c02_individuals_by_institution |
| OTIS c03 - Individuals by race x gender | morie_datasets_otis_c03_individuals_race_by_gender |
| OTIS c04 - Individuals by race x region | morie_datasets_otis_c04_individuals_race_by_region |
| OTIS c05 - Individuals by religion x region | morie_datasets_otis_c05_individuals_religion_by_region |
| OTIS c06 - Individuals by age category x region | morie_datasets_otis_c06_individuals_age_by_region |
| OTIS c07 - Individuals: alerts + hold flags | morie_datasets_otis_c07_individuals_alerts |
| OTIS c08 - Individuals by religion x gender | morie_datasets_otis_c08_individuals_religion_by_gender |
| OTIS c09 - Individuals by age category x gender | morie_datasets_otis_c09_individuals_age_by_gender |
| OTIS c10 - Aggregate durations by institution | morie_datasets_otis_c10_aggregate_durations_by_institution |
| OTIS c11 - Aggregate lengths | morie_datasets_otis_c11_aggregate_lengths |
| OTIS c12 - Aggregate durations by region | morie_datasets_otis_c12_aggregate_durations_by_region |
| OTIS Deaths-in-Custody detailed dataset (d01) | morie_datasets_otis_d01_deaths_in_custody |
| OTIS d02 - Deaths in custody by gender | morie_datasets_otis_d02_deaths_by_gender |
| OTIS d03 - Deaths in custody by race | morie_datasets_otis_d03_deaths_by_race |
| OTIS d04 - Deaths in custody by religion | morie_datasets_otis_d04_deaths_by_religion |
| OTIS d05 - Deaths in custody by age category | morie_datasets_otis_d05_deaths_by_age_category |
| OTIS d06 - Deaths in custody by alert type x institution | morie_datasets_otis_d06_cause_by_alert |
| OTIS d07 - Deaths in custody alerts x housing unit | morie_datasets_otis_d07_alerts_by_housing_unit |
| SIU director's-reports index (legacy PDF anchors). | morie_datasets_siu_director_reports |
| Extract structured fields from an SIU director's-report text or URL. | morie_datasets_siu_report_fields |
| Download an SIU director's-report PDF and return its plain text. | morie_datasets_siu_report_text |
| Statistics Canada CCJS cube registry (curated subset) | morie_datasets_statcan_ccjs_cubes |
| Fetch a StatCan cube's metadata (dimensions + members) via WDS | morie_datasets_statcan_cube_metadata |
| Get the bulk-CSV download URL for a StatCan cube | morie_datasets_statcan_full_csv_url |
| Fetch the latest N periods for a set of StatCan vectors via WDS | morie_datasets_statcan_vectors |
| Tally the cross-portal catalog by source + api_mode | morie_datasets_summary |
| Toronto Ambulance station locations | morie_datasets_toronto_ambulance_stations |
| TPS Annual Statistical Report - Miscellaneous data (aggregated) | morie_datasets_toronto_asr_miscellaneous |
| Fetch records from any open.toronto.ca CKAN resource | morie_datasets_toronto_open_ckan_resource |
| Toronto Open Data crime-adjacent CKAN catalog | morie_datasets_toronto_open_crime_adjacent_layers |
| Toronto Zoning per Neighbourhood (EsriCanadaEducation) | morie_datasets_toronto_zoning_per_neighbourhood |
| 2008 FIRS | morie_datasets_tps_2008_firs |
| 2009 FIRS | morie_datasets_tps_2009_firs |
| 2010 FIRS | morie_datasets_tps_2010_firs |
| 2011 FIRS | morie_datasets_tps_2011_firs |
| 2012 FIRS | morie_datasets_tps_2012_firs |
| 2013 FIRS | morie_datasets_tps_2013_firs |
| Administrative (ASR-AD-TBL-001) | morie_datasets_tps_administrative |
| Generic TPS ArcGIS Hub dataset loader by hub_id | morie_datasets_tps_arcgis_hub_by_id |
| Direct multi-format downloader (binary or text) for a TPS Hub item | morie_datasets_tps_arcgis_hub_download |
| List the Toronto Police Service ArcGIS Hub datasets wrapped by morie | morie_datasets_tps_arcgis_hub_layers |
| Arrested and Charged Persons (ASR-ENF-TBL-001) | morie_datasets_tps_arrested_and_charged_persons |
| Arrests and Strip Searches (RBDC-ARR-TBL-001) | morie_datasets_tps_arrests_and_strip_searches |
| TPS PSDP - Assault | morie_datasets_tps_assault |
| Automobile KSI | morie_datasets_tps_automobile_ksi |
| TPS PSDP - Auto Theft | morie_datasets_tps_autotheft |
| Bicycle Thefts Open Data | morie_datasets_tps_bicycle_thefts |
| TPS PSDP - Bicycle Theft | morie_datasets_tps_bicycletheft |
| TPS PSDP - Break and Enter | morie_datasets_tps_breakandenter |
| Budget_2020 | morie_datasets_tps_budget_2020 |
| Budget_2021 | morie_datasets_tps_budget_2021 |
| Budget_2022 | morie_datasets_tps_budget_2022 |
| Budget_2023 | morie_datasets_tps_budget_2023 |
| Budget_2024 | morie_datasets_tps_budget_2024 |
| Budget_2025 | morie_datasets_tps_budget_2025 |
| Budget_2026 | morie_datasets_tps_budget_2026 |
| Budget_by_Command | morie_datasets_tps_budget_by_command |
| Calls for Service Attended (ASR-CS-TBL-003) | morie_datasets_tps_calls_for_service_attended |
| Community Safety Indicators Open Data | morie_datasets_tps_community_safety_indicators |
| Complaint Dispositions (ASR-PCF-TBL-003) | morie_datasets_tps_complaint_dispositions |
| Cyclist KSI | morie_datasets_tps_cyclist_ksi |
| Dispatched Calls by Division (ASR-CS-TBL-001) | morie_datasets_tps_dispatched_calls_by_division |
| Facilities | morie_datasets_tps_facilities |
| Fatals KSI | morie_datasets_tps_fatals_ksi |
| Firearms Top Calibres (ASR-F-TBL-001) | morie_datasets_tps_firearms_top_calibres |
| Gross Expenditures by Division (ASR-PB-TBL-001) | morie_datasets_tps_gross_expenditures_by_division |
| Gross Operating Budget (ASR-PB-TBL-005) | morie_datasets_tps_gross_operating_budget |
| TPS PSDP - Hate Crimes | morie_datasets_tps_hatecrimes |
| TPS Homicides feed. | morie_datasets_tps_homicide |
| TPS PSDP - Homicides | morie_datasets_tps_homicides |
| TPS PSDP - Intimate Partner and Family Violence | morie_datasets_tps_intimate_partner_family_violence |
| Investigated Alleged Misconduct (ASR-PCF-TBL-002) | morie_datasets_tps_investigated_alleged_misconduct |
| Killed and Seriously Injured | morie_datasets_tps_killed_and_seriously_injured |
| List the TPS open-data layers bundled with morie. | morie_datasets_tps_layers |
| TPS Major Crime Indicators feed. | morie_datasets_tps_major_crime |
| TPS Mental Health Act Apprehensions (PSDP) | morie_datasets_tps_mha_apprehensions |
| Miscellaneous Calls for Service (ASR-CS-TBL-002) | morie_datasets_tps_miscellaneous_calls_for_service |
| Miscellaneous Data (ASR-MISC-TBL-001) | morie_datasets_tps_miscellaneous_data |
| Miscellaneous Firearms (ASR-F-TBL-003) | morie_datasets_tps_miscellaneous_firearms |
| Motorcylist KSI | morie_datasets_tps_motorcylist_ksi |
| Neighbourhood Crime Rates Open Data | morie_datasets_tps_neighbourhood_crime_rates |
| Passenger KSI | morie_datasets_tps_passenger_ksi |
| Patrol Zone | morie_datasets_tps_patrol_zone |
| Pedestrian KSI | morie_datasets_tps_pedestrian_ksi |
| Personnel by Command (ASR-PB-TBL-004) | morie_datasets_tps_personnel_by_command |
| Personnel by Rank (ASR-PB-TBL-002) | morie_datasets_tps_personnel_by_rank |
| Personnel by Rank by Division (ASR-PB-TBL-003) | morie_datasets_tps_personnel_by_rank_by_division |
| Persons in Crisis Calls for Service Attended Open Data | morie_datasets_tps_persons_in_crisis_calls_for_service_attended |
| Police Divisions | morie_datasets_tps_police_divisions |
| One-call TPS PSDP data + boundary metadata join | morie_datasets_tps_psdp_resolved |
| Regulated Interactions (ASR-RI-TBL-001) | morie_datasets_tps_regulated_interactions |
| Reported Crimes (ASR-RC-TBL-001) | morie_datasets_tps_reported_crimes |
| TPS PSDP - Robbery | morie_datasets_tps_robbery |
| Search of Persons (ASR-SP-TBL-001) | morie_datasets_tps_search_of_persons |
| TPS PSDP - Shooting and Firearm Discharges | morie_datasets_tps_shooting_firearm_discharges |
| TPS Shootings and Firearm Discharges feed. | morie_datasets_tps_shootings |
| Staffing_by_Command | morie_datasets_tps_staffing_by_command |
| TPS PSDP - Theft From Motor Vehicle | morie_datasets_tps_theft_from_motor_vehicle |
| TPS PSDP - Theft Over | morie_datasets_tps_theft_over |
| Tickets Issued (ASR-ENF-TBL-002) | morie_datasets_tps_tickets_issued |
| Top 20 Offences of Firearm Seizures (ASR-F-TBL-002) | morie_datasets_tps_top_20_offences_of_firearm_seizures |
| Total Public Complaints (ASR-PCF-TBL-001) | morie_datasets_tps_total_public_complaints |
| Traffic Collisions Open Data (ASR-T-TBL-001) | morie_datasets_tps_traffic_collisions |
| Use of Force: Call for Service Types (RBDC-UOF-TBL-004) | morie_datasets_tps_use_of_force_call_for_service_types |
| Use of Force: Call Sources by Month (RBDC-UOF-TBL-001) | morie_datasets_tps_use_of_force_call_sources_by_month |
| Use of Force: Gender Composition (RBDC-UOF-TBL-006) | morie_datasets_tps_use_of_force_gender_composition |
| Use of Force: Location of Occurrences (RBDC-UOF-TBL-003) | morie_datasets_tps_use_of_force_location_of_occurrences |
| Use of Force: Occurrence Category (RBDC-UOF-TBL-005) | morie_datasets_tps_use_of_force_occurrence_category |
| Use of Force: Time of Day Trends (RBDC-UOF-TBL-002) | morie_datasets_tps_use_of_force_time_of_day_trends |
| Use of Force: Use of Force Types and Perceived Weapons (RBDC-UOF-TBL-007) | morie_datasets_tps_use_of_force_use_of_force_types_and_perceived_weapons |
| Victims of Crime (ASR-VC-TBL-001) | morie_datasets_tps_victims_of_crime |
| Fetch records from a Vancouver Open Data dataset by ID | morie_datasets_vancouver_opendata_by_id |
| Vancouver Open Data full dataset catalog (Opendatasoft v2.1) | morie_datasets_vancouver_opendata_layers |
| Load Vancouver Police Department crime incident data | morie_datasets_vpd_crime |
| Read VPD's legal disclaimer (bundled verbatim from the zip) | morie_datasets_vpd_legal_disclaimer |
| Connect to the MORIE cache database | morie_db_connect |
| Create the recommended B-tree indexes for a morie cache table | morie_db_create_indexes |
| DBSCAN density-based clustering (R parity) | morie_dbscan_clustering |
| DCC multivariate GARCH (Engle 2002) | morie_dcc_multivariate_garch |
| Decision tree split (R parity) | morie_decision_tree_split |
| Single-hidden-layer MLP genomic predictor (base R) | morie_deep_learning_genomic |
| Default synthetic-data variable name map | morie_default_synthetic_name_map |
| Default workflow step map | morie_default_workflow_map |
| Print the pedagogical narrative for a morie callable. | morie_describe |
| String-only variant of 'morie_describe'. | morie_describe_by_name |
| Design effect (DEFF) | morie_design_effect |
| SHA-keyed deterministic RNG for Py<->R parity | morie_det_rng |
| SHA-256 hex digest of "name:seed" (for Py<->R cross-check) | morie_det_rng_sha_hex |
| Classic 2x2 Difference-in-Differences estimator | morie_did_2x2 |
| Aggregate group-time ATTs into summary parameters | morie_did_aggregate_gt_att |
| Goodman-Bacon decomposition of the TWFE DiD estimator | morie_did_bacon_decomposition |
| Heterogeneity-robust DiD (de Chaisemartin & D'Haultfoeuille, 2020) | morie_did_chaisemartin_dhaultfoeuille |
| DiD with a continuous (dose) treatment | morie_did_continuous_treatment |
| Comprehensive diagnostics for a 2x2 DiD setting | morie_did_diagnostics |
| Doubly-robust DiD (Sant'Anna & Zhao, 2020) | morie_did_doubly_robust |
| Event-study DiD specification | morie_did_event_study |
| Fuzzy DiD (LATE) via 2SLS | morie_did_fuzzy |
| Callaway-Sant'Anna group-time average treatment effects | morie_did_group_time_att |
| Heterogeneity-robust DiD by sub-group / moderator quantile | morie_did_heterogeneous |
| Two-way fixed-effects DiD (panel) | morie_did_panel_fe |
| Group-by-time outcome means for parallel-trends visualisation | morie_did_parallel_trends_data |
| Placebo DiD on sub-groups expected to be unaffected | morie_did_placebo_test_group |
| Placebo DiD on outcomes that should be unaffected | morie_did_placebo_test_outcome |
| Placebo DiD at fake treatment times | morie_did_placebo_test_time |
| Repeated cross-section DiD (optionally weighted) | morie_did_repeated_cross_section |
| Sensitivity of DiD estimate to parallel-trends violations | morie_did_sensitivity_analysis |
| Staggered DiD via group-time ATTs with aggregation | morie_did_staggered |
| Synthetic Difference-in-Differences (Arkhangelsky et al., 2021) | morie_did_synthetic |
| Pre-trend test for parallel trends | morie_did_test_parallel_trends |
| Triple-difference (DDD) estimator | morie_did_triple_difference |
| DiD with wild cluster bootstrap p-values (Cameron-Gelbach-Miller, 2008) | morie_did_wild_cluster_bootstrap |
| DDPM forward (noising) process | morie_diffu_diffusion_forward |
| Download bootstrap weight files from CKAN API | morie_download_bootstrap |
| Autocorrelation from PSD (Wiener-Khinchin) | morie_dsp_acf_from_psd |
| Alpha-trimmed mean filter | morie_dsp_alpha_trimmed_mean |
| Amplitude histogram features | morie_dsp_amplitude_histogram |
| Signal arc length | morie_dsp_arc_length |
| Bandpower over [f_low, f_high] | morie_dsp_band_power |
| Baseline-corrected Pearson correlation | morie_dsp_baseline_correlation |
| Centroidal time | morie_dsp_centroidal_time |
| Coherence-squared spectrum | morie_dsp_coherence |
| Coherence spectrum (alias to morie_dsp_coherence) | morie_dsp_coherence_spectrum |
| Comb filter built from cascaded notches | morie_dsp_comb |
| Complex cepstrum | morie_dsp_complex_cepstrum |
| Complex demodulation around a carrier | morie_dsp_complex_demodulation |
| Crest factor (peak / RMS) | morie_dsp_crest_factor |
| Normalised cross-correlation up to a maximum lag | morie_dsp_cross_correlation |
| Cross-spectral density (Welch) | morie_dsp_csd |
| Coefficient of variation | morie_dsp_cv |
| Derivative-based peak detection | morie_dsp_derivative_detect |
| Dicrotic-notch detection in pulse waves | morie_dsp_dicrotic_notch |
| Ensemble average over fixed-length segments | morie_dsp_ensemble_average |
| Shannon entropy from amplitude histogram | morie_dsp_entropy_histogram |
| Even-odd decomposition of a finite signal | morie_dsp_even_odd |
| Fractional Brownian motion synthesis (1/f^beta) | morie_dsp_fbm_synthesis |
| Form factor (RMS / mean-absolute) | morie_dsp_form_factor |
| Fractal dimension from log-log PSD slope | morie_dsp_fractal_dim_psd |
| Hann-windowed smoothing filter | morie_dsp_hann_filter |
| Higuchi fractal dimension | morie_dsp_higuchi_fd |
| Hilbert envelope | morie_dsp_hilbert_envelope |
| All three Hjorth parameters | morie_dsp_hjorth |
| Hjorth activity (variance) | morie_dsp_hjorth_activity |
| Hjorth complexity | morie_dsp_hjorth_complexity |
| Hjorth mobility | morie_dsp_hjorth_mobility |
| Homomorphic high-pass filter | morie_dsp_homomorphic |
| Heart rate from RR intervals (BPM) | morie_dsp_hr_from_rr |
| Integrated EMG (sum of absolute values) | morie_dsp_integrated_emg |
| Katz / box-counting fractal dimension | morie_dsp_katz_fd |
| LMS adaptive filter (Widrow-Hoff) | morie_dsp_lms |
| Matched filter (time-reversed template correlator) | morie_dsp_matched |
| Mean absolute value | morie_dsp_mean_abs |
| Mean frequency from PSD | morie_dsp_mean_frequency |
| Median filter | morie_dsp_median_filter |
| Median frequency from PSD | morie_dsp_median_frequency |
| Minimum-phase correspondent via cepstral folding | morie_dsp_min_phase |
| Moving-average filter (boxcar) | morie_dsp_moving_average |
| Myopulse percentage rate | morie_dsp_myopulse_rate |
| NLMS adaptive filter | morie_dsp_nlms |
| IIR notch filter (single frequency) | morie_dsp_notch |
| Energy-onset detection | morie_dsp_onset_detect |
| Pan-Tompkins QRS detector | morie_dsp_pan_tompkins |
| Parzen kernel density estimate | morie_dsp_parzen_pdf |
| Bartlett PSD estimate | morie_dsp_psd_bartlett |
| Periodogram PSD estimate | morie_dsp_psd_periodogram |
| Convert PSD to decibels | morie_dsp_psd_to_db |
| Welch PSD estimate (delegated to signal::pwelch / specgram) | morie_dsp_psd_welch |
| QRS-style waveform descriptors | morie_dsp_qrs_features |
| RLS adaptive filter | morie_dsp_rls |
| Root mean square | morie_dsp_rms |
| Ruler / divider fractal dimension | morie_dsp_ruler_fd |
| Shannon-energy envelope | morie_dsp_shannon_energy |
| Shape factor (mean-absolute / mean-sqrt-absolute-squared) | morie_dsp_shape_factor |
| Slope sign changes | morie_dsp_slope_sign_changes |
| Signal-to-noise ratio estimate (dB) | morie_dsp_snr |
| SNR improvement attributable to a filter (dB) | morie_dsp_snr_improvement |
| Spectral edge frequency (e.g. SEF95) | morie_dsp_spectral_edge |
| Spectral entropy (Shannon, base 2) | morie_dsp_spectral_entropy |
| Spectral flatness (Wiener entropy) | morie_dsp_spectral_flatness |
| Spectral kurtosis from PSD | morie_dsp_spectral_kurtosis |
| k-th spectral moment | morie_dsp_spectral_moment |
| Spectral power ratio between two bands | morie_dsp_spectral_ratio |
| Synchronized average around trigger indices | morie_dsp_synchronized_average |
| T-wave detection by post-QRS argmax search | morie_dsp_t_wave |
| Teager-Kaiser energy operator | morie_dsp_teager_energy |
| Normalised template matching | morie_dsp_template_match |
| Threshold-based event detection | morie_dsp_threshold_detect |
| Turning-points stationarity test | morie_dsp_turning_points |
| Willison turns count | morie_dsp_turns_count |
| Variance ratio (x vs. y) | morie_dsp_variance_ratio |
| Waveform length (total variation) | morie_dsp_waveform_length |
| Per-sample (normalised) waveform length | morie_dsp_waveform_length_norm |
| Wiener filter (frequency domain) | morie_dsp_wiener_filter |
| Solve the Wiener-Hopf normal equations | morie_dsp_wiener_hopf |
| Willison amplitude | morie_dsp_willison_amplitude |
| Window function generator | morie_dsp_window |
| Zero-crossing rate | morie_dsp_zero_crossing |
| Compute E-value for unmeasured confounding | morie_e_value |
| Kish effective sample size | morie_effective_sample_size |
| Engle-Granger two-step cointegration test | morie_eg_coint |
| EGARCH(1,1) asymmetric volatility model | morie_egarch_model |
| Ensure optional packages are installed (interactive helper) | morie_ensure_extras |
| Per-subject DMT vs PCB BOLD pipeline | morie_entheo_analyze_subject |
| DMT_Imaging: list motion-survived subject IDs | morie_entheo_available_subjects |
| Clone the DMT_Imaging dataset (Timmerman et al.) into a local cache. | morie_entheo_clone_dmt_imaging |
| DMT_Imaging: dataset overview | morie_entheo_dataset_overview |
| Sliding-window dynamic functional connectivity (dRSFC) | morie_entheo_dynamic_functional_connectivity |
| DMT_Imaging: load IRASA EEG regressors for one cortical region | morie_entheo_load_eeg_region |
| DMT_Imaging: load one subject's BOLD AAL parcellation | morie_entheo_load_fmri_subject |
| Lempel-Ziv (LZ76) complexity of a binarised signal | morie_entheo_lz_complexity |
| EEG band-power decomposition via Welch PSD | morie_entheo_spectral_band_power |
| Augmented IPW (AIPW) doubly-robust ATE estimator | morie_estimate_aipw |
| Estimate the Average Treatment Effect on the Controls (ATC) | morie_estimate_atc |
| Estimate the Average Treatment Effect (ATE) via Hajek IPW | morie_estimate_ate |
| Estimate the Average Treatment Effect on the Treated (ATT) | morie_estimate_att |
| Estimate per-unit Conditional Average Treatment Effects (CATE) | morie_estimate_cate |
| Estimate ATE via Double Machine Learning (Partially Linear Regression) | morie_estimate_double_ml |
| G-computation (outcome regression) ATE estimator | morie_estimate_g_computation |
| Estimate Group Average Treatment Effects (GATE) | morie_estimate_gate |
| Estimate ATE via the Interactive Regression Model (IRM) | morie_estimate_irm |
| Estimate the Local Average Treatment Effect (LATE) via 2SLS / Wald | morie_estimate_late |
| Estimate propensity scores via logistic regression | morie_estimate_propensity_scores |
| Eta-squared from F-statistic | morie_eta_squared |
| EWMA volatility (RiskMetrics 1996) | morie_ewma_volatility |
| Rename a city data.frame onto the canonical audit schema | morie_fairness_apply_profile |
| Average Odds Difference (mean of TPR and FPR gaps) | morie_fairness_average_odds_difference |
| Bias Amplification Score (parity gap x Gini of group rates) | morie_fairness_bias_amplification |
| The five canonical per-area fields the audit consumes. | MORIE_FAIRNESS_CANONICAL_FIELDS |
| Construct a city profile (column map onto the canonical audit schema) | morie_fairness_city_profile |
| Column map for a city profile | morie_fairness_column_map |
| Rebalance a biased tabular dataset by group | morie_fairness_ctgan_debiaser |
| Demographic Parity Gap (difference in favourable-outcome rates) | morie_fairness_demographic_parity |
| Disparate Impact Ratio (EEOC four-fifths / 80% rule) | morie_fairness_disparate_impact |
| Equalized Odds (TPR / FPR gaps across groups) | morie_fairness_equalized_odds |
| Counterfactual fairness via GAN-style generative models | morie_fairness_gan |
| Look up a registered city profile by case-insensitive name | morie_fairness_get_city |
| Gini coefficient (concentration of a non-negative distribution) | morie_fairness_gini |
| List registered city profile names | morie_fairness_list_cities |
| Noisy-OR patrol-detection probabilities | morie_fairness_noisy_or_detection |
| Predictive-policing disparity audit (port of morie.fairness.predpol) | morie_fairness_predpol |
| Aggregate per-record predictive-policing data to per-area | morie_fairness_predpol_aggregate_areas |
| Predicted-vs-realised rank audit by demographic group | morie_fairness_predpol_calibration_audit |
| Descriptive score-by-group disparity | morie_fairness_predpol_score_disparity |
| Audit how disparity metrics move over time and across cities | morie_fairness_predpol_temporal_audit |
| Register a city profile in the process-local registry | morie_fairness_register_city |
| Synthetic predictive-policing dataset with a known disparity | morie_fairness_simulate_biased_crime_data |
| Simulation primitives for the predictive-policing audit subsystem | morie_fairness_simulation |
| Learn a 2-D crime/patrol location distribution | morie_fairness_spatial_gan |
| Model-agnostic explainability (XAI) for bias discovery | morie_fairness_xai |
| First-order Accumulated Local Effects (Apley & Zhu) | morie_fairness_xai_ale |
| Ceteris-paribus profile for one instance | morie_fairness_xai_ceteris_paribus |
| Partial dependence on one feature (Friedman) | morie_fairness_xai_partial_dependence |
| Permutation feature importance (model-agnostic) | morie_fairness_xai_permutation_importance |
| Shapley feature attributions for one instance (sampling estimator) | morie_fairness_xai_shap_values |
| Is the R-side JIT acceleration active? | morie_fast_available |
| Fetch a dataset from any URL, with automatic format detection | morie_fetch |
| Query an ArcGIS FeatureServer / MapServer layer | morie_fetch_arcgis |
| Fetch data from the CKAN API and cache it | morie_fetch_ckan |
| Fetch the Ontario SIU corpus into a 64-column SIU.csv | morie_fetch_siu |
| Fetch a TPS category from the Toronto Police ArcGIS REST endpoint | morie_fetch_tps |
| Find a project root directory | morie_find_project_root |
| Fisher's exact test for 2x2 tables | morie_fisher_exact_test |
| Fit a GARCH(1,1) model to a return series | morie_garch_fit |
| GBLUP - full mixed-model implementation | morie_gblup_full |
| Generate a stationarity-preserving AR coefficient matrix | morie_generate_ar_coefficients |
| Generate synthetic epidemiology-style tabular data | morie_generate_synthetic_data |
| Generate a VAR(L) coefficient array as a 3-d list | morie_generate_var_coefficients |
| K-fold cross-validation for genomic-prediction accuracy | morie_genomic_cross_validation |
| Adaptive contraction rates over a smoothness grid. | morie_ghosal_adaptation |
| BvM diagnostic for the mean functional under a DP prior. | morie_ghosal_bernstein_von_mises |
| Minimax posterior-contraction rate | morie_ghosal_contraction_rate |
| Dirichlet-process posterior (conjugate update) | morie_ghosal_dirichlet_posterior |
| DP mixture density estimate (Neal 2000 algorithm 3) | morie_ghosal_dpmixture_density |
| Empirical-Bayes alpha MLE for a DP, given the observed K_n. | morie_ghosal_empirical_bayes |
| GP posterior mean with Matern kernel. | morie_ghosal_gp_matern |
| GP posterior mean with squared-exponential kernel. | morie_ghosal_gp_squared_exponential |
| Escobar-West augmentation for alpha given K_n with a Gamma(a, b) hyperprior. | morie_ghosal_hierarchical_bayes |
| Log-spline density estimator (Stone 1990, Ghosal Ch 8). | morie_ghosal_log_density |
| Posterior mean / variance of G(A) for DP(alpha, G0) and A = (A_lower, A_upper]. | morie_ghosal_moment_matching |
| Neutral-to-the-right posterior survival (Doksum 1974). | morie_ghosal_neutral_right |
| Probit-GP classifier (Laplace approximation). | morie_ghosal_np_classification |
| GP nonparametric regression | morie_ghosal_np_regression |
| Polya-tree Bayes factor for H0: F = N(loc, scale^2). | morie_ghosal_np_testing |
| Schwartz posterior-consistency diagnostic (Bayesian bootstrap). | morie_ghosal_posterior_consistency |
| Bernstein-polynomial sieve density estimator (Petrone 1999). | morie_ghosal_sieve_prior |
| Truncated stick-breaking representation of DP(alpha, G0). | morie_ghosal_stick_breaking_trunc |
| Beta-process posterior survival (Hjort 1990). | morie_ghosal_survival_beta_process |
| Haar-wavelet spike-and-slab BayesThresh estimator (Abramovich 1998). | morie_ghosal_wavelet_prior |
| Vector of SPDX identifiers recognised as GPL-compatible | morie_gpl_compatible_licenses |
| Gradient boosting ensemble (R parity) | morie_gradient_boosting_ensemble |
| Gradient-boosting genomic predictor (Friedman 2001) | morie_gradient_boosting_genomic |
| Vanilla batch gradient descent for OLS (R parity) | morie_gradient_descent_vanilla |
| Grid search with cross-validation (R parity) | morie_grid_search_cv |
| VanRaden Genomic Relationship Matrix | morie_grm_vanraden |
| Two-way GxE ANOVA with EMS variance components | morie_gxe_interaction_model |
| Fit a Hawkes (self-exciting point process) model by maximum likelihood | morie_hawkes_fit |
| Hedges' g (bias-corrected Cohen's d) | morie_hedges_g |
| Hurst exponent via rescaled-range (R/S) analysis | morie_hurst_r |
| Infer the measurement level of a vector | morie_infer_measurement_level |
| Build a parameter-safe BigQuery SELECT | morie_ingest_bigquery_build_sql |
| Execute a BigQuery SQL query and return a data.frame | morie_ingest_bigquery_query |
| Pull a BigQuery table (or filtered slice) into a data.frame | morie_ingest_bigquery_table |
| Pull the City of Chicago "Crimes - 2001 to Present" feed | morie_ingest_chicago_crime |
| BigQuery mirror of the Chicago crime feed | morie_ingest_chicago_crime_bigquery |
| Built-in Chicago / Socrata resource registry | morie_ingest_chicago_resources |
| Fetch every row from a Socrata SoDA JSON endpoint | morie_ingest_chicago_socrata |
| Download a CIHI indicator .xlsx data table | morie_ingest_cihi_xlsx |
| Fetch every CSV / TSV resource in a CKAN package | morie_ingest_ckan_fetch_package_csvs |
| Search a CKAN portal for packages (raw) | morie_ingest_ckan_package_search |
| Fetch one CKAN package's metadata | morie_ingest_ckan_package_show |
| Download a CKAN resource as a data.frame | morie_ingest_ckan_read_resource |
| Fetch one CKAN resource's metadata | morie_ingest_ckan_resource_show |
| Search a CKAN portal and return a flat metadata data.frame | morie_ingest_ckan_search_packages |
| Pull NamUs missing-persons case metadata | morie_ingest_forensics_namus_missing |
| Pull FBI NIBRS offence-event records via Crime Data Explorer | morie_ingest_forensics_nibrs |
| Pull NIST Reference Datasets (RDS) catalog metadata | morie_ingest_forensics_nist_rds |
| Fetch a Statistics Canada NDM / cansim table | morie_ingest_statcan_cansim |
| Download a StatCan PUMF / CSV product | morie_ingest_statcan_csv |
| Fetch every feature from a TPS ArcGIS FeatureServer layer | morie_ingest_tps_feature_layer |
| Fetch a TPS open-data layer by short name | morie_ingest_tps_fetch |
| Built-in TPS open-data layer registry | morie_ingest_tps_layers |
| Inspect a serialised analysis output (JSON, CSV, or RDS) | morie_inspect_output |
| Install morie's optional dependencies (interactive helper) | morie_install_extras |
| Test whether an eBAC exceeds a legal driving limit | morie_is_over_legal_limit |
| Anderson-Rubin (AR) weak-IV-robust test | morie_iv_anderson_rubin |
| Grid-based Anderson-Rubin confidence interval for a single endogenous variable. | morie_iv_anderson_rubin_ci |
| Conditional likelihood-ratio (CLR) test of Moreira (2003) | morie_iv_conditional_lr |
| Control-function (residual augmentation) IV | morie_iv_control_function |
| Cragg-Donald weak-instrument F statistic | morie_iv_cragg_donald |
| Continuously-Updated GMM (CUE-GMM) | morie_iv_cue_gmm |
| Composite IV diagnostics | morie_iv_diagnostics |
| Durbin-Wu-Hausman test of endogeneity | morie_iv_durbin_wu_hausman |
| First-stage F-statistics and partial R^2 | morie_iv_first_stage_diagnostics |
| Generalised Method of Moments (GMM) IV | morie_iv_gmm |
| Hansen J test of overidentifying restrictions (robust) | morie_iv_hansen_j |
| Hausman test: OLS vs 2SLS | morie_iv_hausman |
| Jackknife IV (JIVE; Angrist, Imbens & Krueger 1999) | morie_iv_jive |
| Kleibergen-Paap rank statistic | morie_iv_kleibergen_paap |
| Limited-Information Maximum Likelihood (LIML) | morie_iv_liml |
| Panel IV with unit (and optional time) fixed effects via within-transform | morie_iv_panel |
| IV Probit (Rivers-Vuong control function) | morie_iv_probit |
| IV residual analysis | morie_iv_residual_analysis |
| Sargan test of overidentifying restrictions (homoskedastic) | morie_iv_sargan |
| Split-sample IV | morie_iv_split_sample |
| Stock-Yogo critical values | morie_iv_stock_yogo |
| Two-Stage Least Squares (2SLS) | morie_iv_tsls |
| Wald (single-instrument) estimator | morie_iv_wald |
| Delete-1 jackknife variance estimate | morie_jackknife_estimate |
| Johansen trace test for cointegration | morie_johansen_cointegration |
| Kalman filter predict-update for a linear-Gaussian state-space model | morie_kalman_filter |
| Kendall's tau-b | morie_kendall_tau |
| Kendall partial-tau correlation (Gibbons Ch 12.6) | morie_kendall_tau_partial |
| K-means clustering (R parity) | morie_kmeans_clustering |
| Kruskal-Wallis non-parametric ANOVA | morie_kruskal_wallis_test |
| Replication of O'Connell & Laniyonu (2025) — CSC actuarial-risk disparity | morie_laniyonu_actuarial_risk_disparity |
| Replication of Laniyonu (2018) — Coffee Shops and Street Stops | morie_laniyonu_gentrification_policing |
| Replication of Laniyonu & Goff (2021) — Police force vs SMI disparity | morie_laniyonu_smi_force_disparity |
| Learning curve - train / val MSE vs training-set size (R parity) | morie_learning_curve |
| Levene test for equality of variances | morie_levene_test |
| morie's SPDX-style licence metadata | morie_license_metadata |
| Ordinary least squares closed-form solution (R parity) | morie_linear_regression_ols |
| List all datasets with cache status | morie_list_datasets |
| List implemented MORIE CPADS modules | morie_list_morie_modules |
| Return TRUE when at least one live LLM provider is available | morie_llm_agent_available |
| Send a prompt to the best available LLM provider | morie_llm_ask |
| Ask the best available LLM provider, accepting a multi-turn messages list | morie_llm_ask_multi |
| Detect the active LLM provider | morie_llm_detect_provider |
| List vendored OllamaFreeAPI model catalogue | morie_llm_list_freeapi_models |
| Probe an OllamaFreeAPI community server | morie_llm_probe_freeapi |
| Probe a local Ollama instance | morie_llm_probe_ollama |
| POST a chat-completion request to an OpenAI-compatible endpoint | morie_llm_request_completion |
| Load CPADS data: local files -> cache -> CKAN API | morie_load_cpads |
| Load the real CPADS CSV from this repository | morie_load_cpads_data |
| Load a dataset by catalog key | morie_load_dataset |
| Mann-Whitney U test (Wilcoxon rank-sum) | morie_mann_whitney_test |
| Marker variance-component estimation | morie_marker_variance |
| Abadie-Imbens standard error for matching estimators | morie_matching_abadie_imbens_se |
| ATC from a matched sample | morie_matching_atc_matched |
| ATE from a matched / weighted sample | morie_matching_ate_matched |
| ATT from a matched sample | morie_matching_att_matched |
| Balance diagnostics for matched / weighted samples | morie_matching_balance |
| Publication-ready balance table | morie_matching_balance_table |
| Cardinality matching | morie_matching_cardinality |
| Coarsened Exact Matching (CEM) | morie_matching_cem |
| Restrict a sample to the region of common support | morie_matching_common_support |
| Doubly-robust ATT combining matching and regression | morie_matching_doubly_robust |
| Entropy balancing weights (Hainmueller, 2012) | morie_matching_entropy_balance |
| Estimate propensity scores | morie_matching_estimate_propensity |
| Exact matching on discrete covariates | morie_matching_exact |
| Full matching via subclassification | morie_matching_full |
| Genetic matching (Diamond & Sekhon, 2013) | morie_matching_genetic |
| Longitudinal matching for panel data | morie_matching_longitudinal |
| Love-plot data: pre- vs post-matching balance | morie_matching_love_plot_data |
| Mahalanobis distance matching | morie_matching_mahalanobis |
| Matching with multiple (> 2) treatment groups | morie_matching_multi_treatment |
| Nearest-neighbour propensity-score matching | morie_matching_nearest_neighbor |
| Optimal pair matching | morie_matching_optimal_pair |
| Propensity-score overlap diagnostics | morie_matching_overlap |
| Comprehensive matching-quality assessment | morie_matching_quality |
| Rosenbaum bounds for hidden bias | morie_matching_rosenbaum_bounds |
| Subclassification (stratification) on the propensity score | morie_matching_subclassify |
| Trim propensity scores to a fixed range | morie_matching_trim_propensity |
| Variable-ratio matching on propensity score | morie_matching_variable_ratio |
| MIDAS regression with Beta-polynomial weights | morie_midas_regression |
| Mini-batch stochastic gradient descent for OLS (R parity) | morie_mini_batch_gradient |
| Apply SMOTE oversampling to balance a binary outcome | morie_ml_apply_smote |
| Evaluate Random Forest robustness | morie_ml_eval_robustness |
| Multi-trait GBLUP via vec-stacked mixed-model equations | morie_multi_trait_gblup |
| Multiple testing correction and multiplicity-adjusted inference | morie_multiple_testing |
| Draw multivariate normal samples under a structured covariance | morie_mvn_with_covariance |
| N-BEATS-style polynomial + Fourier basis-expansion forecasting | morie_nbeats_basis |
| Socrata default-API-cap note + pagination wiring | morie_nyc_nypd_socrata_cap_note |
| Odds ratio and 95% CI from a 2x2 contingency table | morie_odds_ratio_ci |
| Omega-squared (less biased than eta-squared) | morie_omega_squared |
| One-sample coverage probability (Gibbons Ch 2.11.1) | morie_one_sample_coverage |
| One-sample t-test | morie_one_sample_t_test |
| Jonckheere-Terpstra ordered-alternatives test (Gibbons Ch 10.6) | morie_ordered_alternatives_test |
| Linear-by-linear association test for ordered categories (Gibbons Ch 14.6.1) | morie_ordered_categories |
| Doubly-robust (AIPW) ATE on OTIS data via cross-fitted nuisances. | morie_otis_aipw_ate |
| SuperLearner-stacked AIPW (not yet ported). | morie_otis_aipw_superlearner |
| Run the full OTIS analysis bundle | morie_otis_all_analyses |
| Comprehensive per-dataset analyses for ALL 28 OTIS public-release files | morie_otis_all_analyze |
| OTIS a01 high-level causal analysis (MatchIt + IRM-DML). | morie_otis_analyze_a01 |
| a01 alt-T Ruhela: Age 50+ -> vm count. | morie_otis_analyze_a01_mrm_alt_age morie_otis_analyze_a01_ruhela_alt_age |
| a01 alt-T Ruhela: Female -> vm count. | morie_otis_analyze_a01_mrm_alt_gender morie_otis_analyze_a01_ruhela_alt_gender |
| a01 alt-T Ruhela: Toronto region -> vm count. | morie_otis_analyze_a01_mrm_alt_toronto morie_otis_analyze_a01_ruhela_alt_toronto |
| OTIS a01 Ruhela formulations (full DLRM). | morie_otis_analyze_a01_dlrm morie_otis_analyze_a01_mrm morie_otis_analyze_a01_ruhela_formulations |
| Per-year full-DLRM on a01 canonical formulation. | morie_otis_analyze_a01_mrm_per_year morie_otis_analyze_a01_ruhela_per_year |
| a01 subgroup Ruhela: Female-only cell frame. | morie_otis_analyze_a01_mrm_subgroup_female morie_otis_analyze_a01_ruhela_subgroup_female |
| a01 subgroup Ruhela: Male-only cell frame. | morie_otis_analyze_a01_mrm_subgroup_male morie_otis_analyze_a01_ruhela_subgroup_male |
| OTIS a01 causal pipeline + Toronto Crime Severity Index context. | morie_otis_analyze_a01_with_csi_context |
| Run every OTIS analyzer against a named list of datasets | morie_otis_analyze_all |
| Person-level segregation-placement analysis (b01) | morie_otis_analyze_b01 |
| b01 alt-T Ruhela: Age 50+ -> vm count. | morie_otis_analyze_b01_mrm_alt_age morie_otis_analyze_b01_ruhela_alt_age |
| b01 alt-T Ruhela: Female -> vm count. | morie_otis_analyze_b01_mrm_alt_gender morie_otis_analyze_b01_ruhela_alt_gender |
| b01 alt-T Ruhela: Toronto region -> vm count. | morie_otis_analyze_b01_mrm_alt_toronto morie_otis_analyze_b01_ruhela_alt_toronto |
| OTIS b01 Ruhela formulations (full DLRM). | morie_otis_analyze_b01_dlrm morie_otis_analyze_b01_mrm morie_otis_analyze_b01_ruhela_formulations |
| Per-year full-DLRM on b01 canonical formulation. | morie_otis_analyze_b01_mrm_per_year morie_otis_analyze_b01_ruhela_per_year |
| b01 subgroup Ruhela: Female-only cell frame. | morie_otis_analyze_b01_mrm_subgroup_female morie_otis_analyze_b01_ruhela_subgroup_female |
| b01 subgroup Ruhela: Male-only cell frame. | morie_otis_analyze_b01_mrm_subgroup_male morie_otis_analyze_b01_ruhela_subgroup_male |
| Aggregate segregation days per person per year (b02) | morie_otis_analyze_b02 |
| b02 alt-T Ruhela: Age 50+ -> total seg days. | morie_otis_analyze_b02_mrm_alt_age morie_otis_analyze_b02_ruhela_alt_age |
| b02 alt-T Ruhela: Toronto region -> total seg days. | morie_otis_analyze_b02_mrm_alt_region morie_otis_analyze_b02_ruhela_alt_region |
| OTIS b02 Ruhela formulations: T=Female -> seg-day count. | morie_otis_analyze_b02_dlrm morie_otis_analyze_b02_mrm morie_otis_analyze_b02_ruhela_formulations |
| Segregation placements by alert x institution (b03) | morie_otis_analyze_b03 |
| b03 aggregate Ruhela: Alert presence -> seg placements. | morie_otis_analyze_b03_mrm_aggregate morie_otis_analyze_b03_ruhela_aggregate |
| Placement durations by region & gender (b04) | morie_otis_analyze_b04 |
| b04 aggregate Ruhela: Female -> median seg duration. | morie_otis_analyze_b04_mrm_aggregate morie_otis_analyze_b04_ruhela_aggregate |
| Distribution of placements by binned duration (b05) | morie_otis_analyze_b05 |
| Mandela-RF on b05 - per-placement Mandela classification by year. | morie_otis_analyze_b05_mandela_classification |
| b05 aggregate Ruhela: schema-no-demographic guard. | morie_otis_analyze_b05_ruhela_aggregate |
| Reasons for placement x institution x gender (b06) | morie_otis_analyze_b06 |
| b06 aggregate Ruhela: Disciplinary reason -> seg placements. | morie_otis_analyze_b06_mrm_aggregate morie_otis_analyze_b06_ruhela_aggregate |
| Alerts x gender (b07) | morie_otis_analyze_b07 |
| b07 aggregate Ruhela (pivot to long): With-alert -> seg placements. | morie_otis_analyze_b07_mrm_aggregate morie_otis_analyze_b07_ruhela_aggregate |
| Durations by institution & gender (b08) | morie_otis_analyze_b08 |
| b08 aggregate Ruhela: Female -> median seg duration (institution-clustered). | morie_otis_analyze_b08_mrm_aggregate morie_otis_analyze_b08_ruhela_aggregate |
| Individuals by number of placements x gender (b09) | morie_otis_analyze_b09 |
| b09 aggregate Ruhela: Female -> individuals in segregation. | morie_otis_analyze_b09_mrm_aggregate morie_otis_analyze_b09_ruhela_aggregate |
| MRM chi-square family on c-series. | morie_otis_analyze_c_chi2 |
| Total individuals x custody/RC/seg x gender (c01) | morie_otis_analyze_c01 |
| c01 aggregate Ruhela: Female -> RC count. | morie_otis_analyze_c01_mrm_aggregate morie_otis_analyze_c01_ruhela_aggregate |
| c01 region-cluster variant (year-clustered GEE). | morie_otis_analyze_c01_mrm_aggregate_region_cluster morie_otis_analyze_c01_ruhela_aggregate_region_cluster |
| Individuals in RC/seg by institution (c02) | morie_otis_analyze_c02 |
| c02 aggregate Ruhela: Female -> RC (institution GEE). | morie_otis_analyze_c02_mrm_aggregate morie_otis_analyze_c02_ruhela_aggregate |
| Individuals x race x gender (c03) | morie_otis_analyze_c03 |
| c03 aggregate Ruhela: Indigenous -> RC. | morie_otis_analyze_c03_mrm_aggregate morie_otis_analyze_c03_ruhela_aggregate |
| Individuals in RC/seg by race x region (c04) | morie_otis_analyze_c04 |
| c04 aggregate Ruhela: Indigenous -> RC (by region). | morie_otis_analyze_c04_mrm_aggregate morie_otis_analyze_c04_ruhela_aggregate |
| c04 region-cluster variant. | morie_otis_analyze_c04_mrm_aggregate_region_cluster morie_otis_analyze_c04_ruhela_aggregate_region_cluster |
| Individuals in RC/seg by religion x region (c05) | morie_otis_analyze_c05 |
| c05 aggregate Ruhela: non-majority religion -> RC. | morie_otis_analyze_c05_mrm_aggregate morie_otis_analyze_c05_ruhela_aggregate |
| Individuals in RC/seg by age category x region (c06) | morie_otis_analyze_c06 |
| c06 aggregate Ruhela: Age 50+ -> RC. | morie_otis_analyze_c06_mrm_aggregate morie_otis_analyze_c06_ruhela_aggregate |
| Individuals x alerts x gender (c07) | morie_otis_analyze_c07 |
| c07 aggregate Ruhela: Alert presence x Gender -> RC. | morie_otis_analyze_c07_mrm_aggregate morie_otis_analyze_c07_ruhela_aggregate |
| Individuals by religion x gender (c08) | morie_otis_analyze_c08 |
| c08 aggregate Ruhela: non-majority religion x gender -> RC. | morie_otis_analyze_c08_mrm_aggregate morie_otis_analyze_c08_ruhela_aggregate |
| Individuals by age category x gender (c09) | morie_otis_analyze_c09 |
| c09 aggregate Ruhela: Age 50+ x gender -> RC. | morie_otis_analyze_c09_mrm_aggregate morie_otis_analyze_c09_ruhela_aggregate |
| RC/seg aggregate durations by institution (c10) | morie_otis_analyze_c10 |
| c10 aggregate Ruhela: Female -> median RC days (institution GEE). | morie_otis_analyze_c10_mrm_aggregate morie_otis_analyze_c10_ruhela_aggregate |
| Individuals by aggregate-duration bin (c11) | morie_otis_analyze_c11 |
| Mandela-RF on c11 - per-individual Mandela classification by year. | morie_otis_analyze_c11_mandela_classification |
| c11 aggregate Ruhela: long-duration bin (>=16 days) -> RC. | morie_otis_analyze_c11_mrm_aggregate morie_otis_analyze_c11_ruhela_aggregate |
| RC/seg aggregate durations by region & gender (c12) | morie_otis_analyze_c12 |
| c12 aggregate Ruhela: Female -> median RC days (by region). | morie_otis_analyze_c12_mrm_aggregate morie_otis_analyze_c12_ruhela_aggregate |
| MRM chi-square family on d-series. | morie_otis_analyze_d_chi2 |
| Person-level custodial deaths (d01) | morie_otis_analyze_d01 |
| Custodial deaths by gender (d02) | morie_otis_analyze_d02 |
| d02 aggregate Ruhela: Female -> custodial deaths. | morie_otis_analyze_d02_mrm_aggregate morie_otis_analyze_d02_ruhela_aggregate |
| Custodial deaths by race (d03) | morie_otis_analyze_d03 |
| d03 aggregate Ruhela: Indigenous -> custodial deaths. | morie_otis_analyze_d03_mrm_aggregate morie_otis_analyze_d03_ruhela_aggregate |
| Custodial deaths by religion (d04) | morie_otis_analyze_d04 |
| d04 aggregate Ruhela: non-majority religion -> custodial deaths. | morie_otis_analyze_d04_mrm_aggregate morie_otis_analyze_d04_ruhela_aggregate |
| Custodial deaths by age category (d05) | morie_otis_analyze_d05 |
| d05 aggregate Ruhela: Age 50+ -> custodial deaths. | morie_otis_analyze_d05_mrm_aggregate morie_otis_analyze_d05_ruhela_aggregate |
| Custodial deaths by alert x medical cause (d06) | morie_otis_analyze_d06 |
| Custodial deaths by alert x housing unit (d07) | morie_otis_analyze_d07 |
| Mandela-RF cross-comparison: Ontario provincial vs federal SIU. | morie_otis_analyze_otis_mandela_provincial_vs_federal |
| Aggregate Ruhela grid: one-page IRR comparison across analyzers. | morie_otis_analyze_ruhela_grid |
| Paper-ready master report - every Ruhela formulation in one result. | morie_otis_analyze_ruhela_master |
| Per-fiscal-year full-DLRM Ruhela formulation driver. | morie_otis_analyze_ruhela_per_year |
| Registry of dataset-id -> analyzer | morie_otis_analyzers |
| Alert-state combination encoding (8 combos -> complexity index) | morie_otis_astcmb |
| Run IPW / AIPW / IRM-DML on the three canonical (T, Y) pairs. | morie_otis_causal_grid |
| Goffmanian institutional-churn analyses on OTIS | morie_otis_churn |
| Run all 11 OTIS-churn analyses | morie_otis_churn_analyze_all |
| Mandela alert-state classifier for an OTIS placement row. | morie_otis_classify_mandela_combo |
| Disciplinary x medical-protection overlap | morie_otis_disciplinary_medical_overlap |
| Total-days embedding distribution (lognormal vs Pareto vs exp) | morie_otis_embedding_distribution |
| Intra-year region-to-region transition matrix | morie_otis_intra_year_transition_matrix |
| Hajek-stabilised IPW estimator of the ATE on OTIS data. | morie_otis_ipw_ate |
| Interactive Regression Model DML on OTIS data (ATE, ATTE, ATC). | morie_otis_irm_dml |
| Poisson + Negative-Binomial IRR for volatility ~ alert complexity | morie_otis_irr_glmm_vm |
| Load the canonical OTIS CSV | morie_otis_load |
| Pair (a): MentalHealth_Alert -> SuicideRisk_Alert (binary -> binary). | morie_otis_make_pair_a |
| a01-aware wrapper for the Ruhela alert -> volatility builder. | morie_otis_make_pair_alert_to_volatility_a01 |
| Run both Ruhela and Naive alert -> volatility builders. | morie_otis_make_pair_alert_to_volatility_all |
| Naive (max-simultaneous-flags + binary vm) alert -> volatility builder. | morie_otis_make_pair_alert_to_volatility_naive |
| Ruhela's primary alert-complexity -> regional-volatility builder. | morie_otis_make_pair_alert_to_volatility_ruhela |
| Pair (b): HighAlertComplexity -> AnyReadmission. | morie_otis_make_pair_b |
| Pair (c): RegionalVolatility -> SegregationDays. | morie_otis_make_pair_c |
| Mortification co-occurrence (concurrent alerts) | morie_otis_mortification_cooccurrence |
| Full OTIS descriptive statistics suite | morie_otis_otdesc |
| Cross-fitted partially linear DML (ATE/ATT) on OTIS | morie_otis_otdml |
| Path complexity Gini by (year, region) | morie_otis_path_complexity_gini |
| OTIS analysis pipeline (RichResult-style driver) | morie_otis_pipeline |
| Partially Linear Regression DML on OTIS (not yet ported). | morie_otis_plr |
| Ontario Restrictive Confinement (OTIS) primitive analyses | morie_otis_alert_state_combo morie_otis_descriptives morie_otis_dml morie_otis_primitives morie_otis_rc_trends morie_otis_regional_placement morie_otis_volatility |
| Propensity-score 1:k NN matching with caliper (not yet ported). | morie_otis_psm |
| Propensity-score subclassification ATE (not yet ported). | morie_otis_psm_subclass |
| Restrictive-confinement trends over time by region | morie_otis_rctrnd |
| Multi-region path x Gender / Age contingency | morie_otis_regC_demog_contingency |
| Region x alert state richness | morie_otis_region_alert_state_richness |
| Repeat-placement concentration (Goffmanian cyclical-inmate) | morie_otis_repeat_placement_concentration |
| Regional placement matrix by age group | morie_otis_rplace |
| Run all OTIS-TPS overlay analyses | morie_otis_tps_analyze_all |
| Composite overlay (alias for the YoY correlation) | morie_otis_tps_composite_overlay |
| Cross-link OTIS (Ontario corrections) with TPS (Toronto police) data | morie_otis_tps_overlay |
| OTIS seg/RC totals per region x year (Toronto row flagged for TPS-overlay use) | morie_otis_tps_per_region_rollup |
| Year-over-year correlation between OTIS Toronto-region segregation placements and TPS incident counts (per category) | morie_otis_tps_yoy_correlation |
| Regional volatility / placement movement | morie_otis_volat |
| Within-year placement-count distribution | morie_otis_within_year_placement_count |
| Within-year region diversity | morie_otis_within_year_region_diversity |
| Paired t-test | morie_paired_t_test |
| Parse an NYPD 'law_code' string into its structural fields | morie_parse_nypd_law_code |
| Resolve standard project paths | morie_paths |
| PCA via SVD for dimension reduction (R parity) | morie_pca_dimension_reduction |
| Phonocardiogram (PCG) bandpass filter | morie_pcg_filter |
| Elastic-net regression via coordinate descent (base R) | morie_penalized_regression |
| Percentile-modified rank (Gastwirth) two-sample test (Gibbons Ch 8.3.3) | morie_percentile_modified_rank |
| Point-biserial correlation | morie_point_biserial_r |
| Polynomial regression (R parity) | morie_polynomial_regression |
| Power for a two-proportion z-test | morie_power_prop_test |
| Power for a two-sample t-test | morie_power_t_test |
| Probability proportional to size (PPS) sampling | morie_pps_sample |
| Genomic-prediction accuracy metrics | morie_prediction_accuracy |
| Aggregate per-record predictive-policing data to one row per area | morie_predpol_aggregate_areas |
| Audit whether an algorithm's area risk ranking matches realised outcomes | morie_predpol_calibration_audit |
| Descriptive disparity in a risk score across groups | morie_predpol_score_disparity |
| Audit how disparity metrics move over time and across cities | morie_predpol_temporal_audit |
| Profile a data.frame: per-column types, missingness, summary statistics | morie_profile_dataset |
| Prophet-style additive decomposition (linear trend + Fourier seasonality) | morie_prophet_components |
| Wilson score confidence interval for a proportion | morie_proportion_ci |
| Cronbach's coefficient alpha with Feldt CI | morie_psymet_alpha |
| Alpha if item deleted | morie_psymet_alphadel |
| Average variance extracted (AVE) from factor loadings. Mean(lambda^2). | morie_psymet_ave |
| Bartlett's test of sphericity. | morie_psymet_bartlett |
| Composite reliability from standardized factor loadings. CR = (sum lambda)^2 / ((sum lambda)^2 + sum(1 - lambda^2)) | morie_psymet_cr |
| Item discrimination (D-statistic). | morie_psymet_discrimination |
| Corrected item-total correlations | morie_psymet_itemtotal |
| Kaiser-Meyer-Olkin sampling adequacy. | morie_psymet_kmo |
| McDonald's omega total and hierarchical | morie_psymet_omega |
| Horn's parallel analysis - suggested number of factors. | morie_psymet_parallel |
| Spearman-Brown split-half reliability. | morie_psymet_splithalf |
| Random Forest ensemble (R parity) | morie_random_forest_ensemble |
| Random-forest genomic predictor | morie_random_forest_genomic |
| Random search hyperparameter optimisation (R parity) | morie_random_search_cv |
| Mann's rank test for randomness (Gibbons Ch 3.5) | morie_rank_based_test |
| Signed ranks of paired differences (Gibbons Ch 5.5) | morie_rank_order_statistics |
| Rank placements of Y among X order statistics (Gibbons Ch 2.11.3) | morie_rank_placements |
| Calonico-Cattaneo-Titiunik (CCT) MSE-optimal bandwidth | morie_rdd_bandwidth_cct |
| Imbens-Kalyanaraman (IK) MSE-optimal bandwidth | morie_rdd_bandwidth_ik |
| Rule-of-thumb (ROT) bandwidth - Silverman-style on running variable | morie_rdd_bandwidth_rot |
| Bandwidth sensitivity sweep | morie_rdd_bandwidth_sensitivity |
| CCT bias-corrected, robust-SE RDD inference | morie_rdd_bias_corrected |
| Cattaneo-Jansson-Ma (2020) local-polynomial density test | morie_rdd_cattaneo_density |
| Covariate balance at the cutoff | morie_rdd_covariate_balance |
| RDD with discrete running variable | morie_rdd_discrete |
| Donut-hole RDD | morie_rdd_donut |
| Fuzzy RDD treatment effect via instrumented Wald ratio | morie_rdd_fuzzy |
| Geographic / boundary RDD on a signed distance | morie_rdd_geographic |
| RDD kernel functions | morie_rdd_kernels morie_rdd_kernel_epanechnikov morie_rdd_kernel_gaussian morie_rdd_kernel_triangular morie_rdd_kernel_uniform |
| Regression kink design - slope discontinuity at the cutoff | morie_rdd_kink |
| Local polynomial regression at user-supplied evaluation points | morie_rdd_local_polynomial |
| Local-randomisation RDD via permutation in a fixed window | morie_rdd_local_randomisation |
| McCrary (2008) density manipulation test | morie_rdd_mccrary |
| Placebo cutoff falsification test | morie_rdd_placebo_cutoff |
| Binned scatter + global-polynomial data for an RD plot | morie_rdd_plot_data |
| RDD power calculation | morie_rdd_power |
| RDD sample-size determination | morie_rdd_sample_size |
| Sharp RDD treatment effect at the cutoff | morie_rdd_sharp |
| Read outputs manifest from a project | morie_read_outputs_manifest |
| Recommended bivariate test for a pair of variables. | morie_recommended_pair_test |
| Recommended summary statistic for a single variable. | morie_recommended_summary |
| Markov-switching regression (Hamilton 1989) | morie_regime_switching |
| Ridge / LASSO / ElasticNet regularization path (R parity) | morie_regularization_path |
| Risk difference (ARD) with Newcombe CI | morie_risk_difference_ci |
| Risk ratio (relative risk) with log-normal CI | morie_risk_ratio_ci |
| RKHS regression with Gaussian kernel | morie_rkhs_full |
| Vanilla RNN genomic predictor (BPTT, base R) | morie_rnn_genomic |
| ROC curve and AUC (R parity) | morie_roc_auc_score |
| Run the eBAC selection-adjusted IPW workflow | morie_run_ebac_selection_ipw_analysis |
| Run one implemented MORIE module against CPADS data | morie_run_morie_module |
| Run multiple implemented MORIE modules | morie_run_morie_modules |
| Run multiple workflow steps | morie_run_pipeline |
| Run the CPADS propensity/IPW workflow | morie_run_propensity_ipw_analysis |
| Run a treatment-effects analysis (point estimate, SE, 95% CI) | morie_run_treatment_effects_analysis |
| Run a weighted logistic-regression analysis | morie_run_weighted_logistic_analysis |
| Run one project workflow step | morie_run_workflow_step |
| Load a bundled MORIE reference sample by name | morie_sample |
| Sample size for logistic regression detecting a target odds ratio | morie_sample_size_logistic |
| Semiparametric kernel primitives (R port) | morie_semipar_bridge |
| Rosenbaum bounds sensitivity analysis | morie_sensitivity_rosenbaum |
| Savitzky-Golay smoothing filter | morie_sgolay_smooth |
| Shapiro-Wilk normality test | morie_shapiro_wilk_test |
| Power function of the two-sided sign test (Gibbons Ch 5.4.4) | morie_sign_test_power |
| Simple random sample from a data frame | morie_simple_random_sample |
| Simulate a longitudinal panel and return a tidy long-format data.frame | morie_simulate_longitudinal_panel |
| Run every SIU descriptive analysis in this module | morie_siu_all_analyses |
| SIU descriptive analyses (R port of 'morie.siu.analyze') | morie_siu_analyze |
| Per-field anomaly check: does the parser's extraction match the HTML? | morie_siu_anomaly_check |
| Audit one SIU case end-to-end: parser output + raw HTML | morie_siu_audit_case |
| Per-column accuracy audit: estimate every SIU column's correctness | morie_siu_audit_columns |
| SIU cases by police service | morie_siu_by_police_service |
| SIU cases by year | morie_siu_by_year |
| Cache-path helper for the lightweight SIU scraper | morie_siu_cache_path |
| SIU per-case team-size distribution | morie_siu_case_counts |
| Chi-square: charges-recommended independent of year? | morie_siu_charges_by_year_chi2 |
| Apply the Sprott-Doob Mandela-Rules classifier to one SIU stay | morie_siu_classify_mandela |
| Field-by-field SIU comparison against a user-supplied external table | morie_siu_compare |
| SIU decision-timing distributions | morie_siu_decision_timing |
| Affected-person demographics | morie_siu_demographics |
| Lightweight Ontario SIU Director's Reports scraper (R-native) | morie_siu_fetch morie_siu_index_url |
| Scrape Ontario SIU Director's Reports into a tidy CSV | morie_siu_fetch_cases |
| Scrape Ontario SIU Director's Reports and return a data frame | morie_siu_fetch_dataframe |
| SIU drid → case_number → language index | morie_siu_index |
| Extract SIU report fields with an LLM (Gemini or Claude) | morie_siu_llm_extract |
| Mental-health / race keyword indicators | morie_siu_mental_health_race_indicators |
| Parse a SIU director's-report HTML page (pure-R) | morie_siu_parse_html |
| Parse a SIU news-release HTML page (pure-R) | morie_siu_parse_news_html |
| Pure-R SIU director's-report parser (port of 'morie.siu._parser') | morie_siu_parser |
| Record a verified correction to the SIU parser's output | morie_siu_record_correction |
| Rebuild the Ontario SIU DRID manifest by probing the live site | morie_siu_refresh_manifest |
| Row-level sanity check on a parsed SIU table (regex-only, no LLM) | morie_siu_sanity_check |
| Comprehensive replication of Sprott & Doob (Feb 2021) | morie_siu_sprott_doob_feb2021 |
| Sprott-Doob-Iftene (May 2021) Table 1: IEDM-reviewed population | morie_siu_sprott_doob_iftene_table1 |
| Sprott-Doob-Iftene (May 2021) Table 10: per-IEDM decision variance | morie_siu_sprott_doob_iftene_table10 |
| Sprott-Doob-Iftene (May 2021) Table 15: long-stay no-IEDM cases | morie_siu_sprott_doob_iftene_table15 |
| Sprott-Doob-Iftene (May 2021) Table 9: IEDM review outcomes | morie_siu_sprott_doob_iftene_table9 |
| Sprott-Doob (Feb 2021) Table 11: Region x stay length | morie_siu_sprott_doob_table11 |
| Sprott-Doob (Feb 2021) Table 12: regional over-/under-representation | morie_siu_sprott_doob_table12 |
| Sprott-Doob (Feb 2021) Table 13: regional SIU person-stay rates | morie_siu_sprott_doob_table13 |
| Sprott-Doob (Feb 2021) Table 15: Region x MH-flag | morie_siu_sprott_doob_table15 |
| Sprott-Doob (Feb 2021) Table 19: Mandela-Rules classification | morie_siu_sprott_doob_table19 |
| Sprott-Doob (Feb 2021) Table 22: Region x Mandela groups | morie_siu_sprott_doob_table22 |
| Sprott-Doob (Feb 2021) Table 23: regional torture/solitary rates | morie_siu_sprott_doob_table23 |
| Sprott-Doob (Feb 2021) Table 4: length-of-stay distribution | morie_siu_sprott_doob_table4 |
| Translate SIU report text into any target language via local LLM | morie_siu_translate morie_siu_translate_fr_to_en |
| Recompute Pearson chi-square from a 2D contingency table | morie_siu_verify_chi2 |
| Verify every published chi-square against its transcribed cells | morie_siu_verify_published_chi_squares |
| Federal Court affidavits / expert evidence indexed by 'morie'. | MORIE_SIUIAP_AFFIDAVITS |
| Build a citation string for an SIU IAP / CRIMSL / affidavit entry. | morie_siuiap_cite |
| CRIMSL UToronto Sprott / Doob / Iftene research reports (2020-2021). | MORIE_SIUIAP_CRIMSL_REPORTS |
| Earlier (Doob-chaired) panel, established 2019, dissolved mid-2020. | MORIE_SIUIAP_ORIGINAL_PANEL_2019_2020 |
| SIU IAP panel mandate (long-form prose). | MORIE_SIUIAP_PANEL_MANDATE |
| SIU IAP panel members (2021-2024 panel, Sapers-chaired). | MORIE_SIUIAP_PANEL_MEMBERS |
| Human-readable summary of the SIU IAP panel. | morie_siuiap_panel_summary |
| SIU IAP panel reports (Public Safety Canada, 2022-2024). | MORIE_SIUIAP_REPORTS |
| SIU IAP - Public Safety Canada landing page URL. | MORIE_SIUIAP_URL |
| Aldrich-McKelvey scaling | morie_spatial_voting_aldrich_mckelvey |
| Alpha-NOMINATE (stub) | morie_spatial_voting_alpha_nominate |
| Anchoring vignettes for DIF correction | morie_spatial_voting_anchoring_vignettes |
| Bayesian Aldrich-McKelvey scaling (stub) | morie_spatial_voting_bayesian_am |
| Bayesian IRT likelihood (deterministic part of CJR machinery) | morie_spatial_voting_bayesian_irt_likelihood |
| Posterior summaries for a Bayesian IRT chain | morie_spatial_voting_bayesian_irt_posterior |
| Bayesian MDS (stub) - log-normal distances via Metropolis | morie_spatial_voting_bayesian_mds |
| Bayesian unfolding (stub) - Bakker & Poole sampler | morie_spatial_voting_bayesian_unfolding |
| Blackbox / Basic Space scaling | morie_spatial_voting_blackbox |
| Clinton-Jackman-Rivers Bayesian IRT (stub) | morie_spatial_voting_cjr_irt |
| Classical (metric) multidimensional scaling | morie_spatial_voting_classical_mds |
| Cutting-line endpoints for Coombs-mesh plots | morie_spatial_voting_cutting_lines |
| Double-center a distance matrix | morie_spatial_voting_double_centering |
| DW-NOMINATE dynamic weighted ideal-point estimator | morie_spatial_voting_dw_nominate |
| Dynamic IRT with random-walk priors (stub) | morie_spatial_voting_dynamic_irt |
| EM algorithm for binary IRT | morie_spatial_voting_em_irt |
| Ideal-point recovery from unfolding output | morie_spatial_voting_ideal_point_recovery |
| INDSCAL: weighted MDS with individual differences | morie_spatial_voting_indscal |
| MDS fit statistics (Mardia criterion) | morie_spatial_voting_mds_fit_stats |
| MLSMU6 alternating least-squares unfolding | morie_spatial_voting_mlsmu6 |
| Parametric bootstrap of NOMINATE standard errors | morie_spatial_voting_nominate_bootstrap |
| NOMINATE log-likelihood and GMP | morie_spatial_voting_nominate_loglik |
| NOMINATE Gaussian utility | morie_spatial_voting_nominate_utility |
| Single NOMINATE vote probability | morie_spatial_voting_nominate_vote_prob |
| Nonmetric MDS with isotonic regression | morie_spatial_voting_nonmetric_mds |
| Nonparametric bootstrap for AM / blackbox scaling positions | morie_spatial_voting_nonparametric_bootstrap |
| Normal-vector projection of an external measure | morie_spatial_voting_normal_vectors |
| Optimal Classification scaling | morie_spatial_voting_optimal_classification |
| Ordered Optimal Classification for ordinal scales | morie_spatial_voting_ordered_oc |
| Ordinal IRT / Quinn factor model (stub) | morie_spatial_voting_ordinal_irt |
| Procrustes rotation | morie_spatial_voting_procrustes |
| SMACOF stress minimisation | morie_spatial_voting_smacof |
| SMACOF rectangular unfolding | morie_spatial_voting_smacof_unfolding |
| Compute unfolding stress | morie_spatial_voting_unfolding_stress |
| Wordfish: Poisson IRT for document-term matrices | morie_spatial_voting_wordfish |
| Spearman rank correlation | morie_spearman_rho |
| Build a list of column specs from a parsed CSV header. | morie_specs_from_df |
| Welch power spectral density | morie_spectral_density |
| Sprott & Doob (CRIMSL UToronto) SIU analyses | morie_sprott_doob |
| Bridge between external runners and the morie R command registry | morie_stat_bridge |
| Central command registry for the morie R surface | morie_stat_commands |
| Local-level state-space model (Kalman filter+smoother) | morie_state_space_model |
| Proportional or fixed stratified random sample | morie_stratified_sample |
| Suggest an analysis plan from a dataset profile | morie_suggest_analysis_plan |
| Sukhatme two-sample scale test (Gibbons Ch 9.7) | morie_sukhatme_test |
| Summarize an output audit | morie_summarize_output_audit |
| Raking calibration to known marginal totals (iterative proportional fitting). | morie_survey_calibrate |
| Complex-survey GLM constructor (single-shot wrapper that builds a design and fits a 'svyglm' in one call). Cluster-robust SEs via the design. | morie_survey_complex_glm |
| Construct a survey design object. | morie_survey_design |
| Survey-weighted GLM with design-based SEs. | morie_survey_glm |
| Hajek (ratio) estimator of a population mean. | morie_survey_hajek_mean |
| Horvitz-Thompson estimator of a population total. | morie_survey_ht_total |
| Survey-weighted mean (delegates to 'survey::svymean' when available). | morie_survey_mean |
| Post-stratification weights (sample-to-population alignment). | morie_survey_poststratify |
| Ratio estimator of a population total using known X_pop. | morie_survey_ratio |
| Subpopulation (domain) mean with Woodruff linearised SE. | morie_survey_subpop |
| Accelerated failure time model (parametric). | morie_survival_aft |
| Cumulative incidence function (Aalen-Johansen) for competing risks. | morie_survival_cif |
| Compare parametric survival models by AIC/BIC. | morie_survival_compare_parametric |
| Harrell's concordance index (C-statistic). | morie_survival_concordance |
| Cox proportional hazards model. | morie_survival_cox |
| Cox-Snell residuals from a fitted morie Cox model. | morie_survival_coxsnell |
| Deviance residuals. | morie_survival_deviance |
| Fine-Gray subdistribution hazard model (competing risks). | morie_survival_finegray |
| Hazard ratio between two groups via a simple Cox model. | morie_survival_hr |
| Kaplan-Meier product-limit survival estimator. | morie_survival_km |
| Landmark dataset constructor. | morie_survival_landmark |
| Left-truncated Kaplan-Meier with delayed entry. | morie_survival_left_truncated_km |
| Log-rank family tests (logrank / Peto-Peto / Gehan / Tarone-Ware). | morie_survival_logrank |
| Martingale residuals. | morie_survival_martingale |
| Nelson-Aalen cumulative-hazard estimator. | morie_survival_nelsonaalen |
| Simple parametric survival models (intercept-only). | morie_survival_parametric |
| Restricted Mean Survival Time (RMST). | morie_survival_rmst |
| Difference in RMST between two groups. | morie_survival_rmst_diff |
| Schoenfeld residuals + PH-assumption test. | morie_survival_schoenfeld |
| Turnbull NPMLE for interval-censored data. | morie_survival_turnbull |
| Support-vector regression for genomic prediction | morie_svm_genomic |
| Linear SVM (primal hinge loss) - R parity | morie_svm_hinge_primal |
| Kernel SVM (RBF / poly / sigmoid) - R parity | morie_svm_kernel_trick |
| Synchronised RNG seeded reproducibly for cross-language workflows | morie_sync_rng |
| Build a synthetic Corrections-UoF data.frame for testing. | morie_synth_corrections_uof |
| Build a synthetic OTIS data.frame for a given publication id. | morie_synth_otis |
| Build the full 29-dataset OTIS synthetic list. | morie_synth_otis_all |
| Terry-Hoeffding (Fisher-Yates) two-sample normal-scores test (Gibbons Ch 8.3.1) | morie_terry_hoeffding_test |
| GJR-GARCH(1,1) threshold GARCH | morie_tgarch_model |
| Two-regime self-exciting threshold autoregressive (SETAR) model | morie_threshold_autoregression |
| Load the bundled BIDIRECTIONAL 158 <-> 140 neighbourhood crosswalk | morie_to_hood_crosswalk |
| Load a Toronto neighbourhood polygon layer | morie_to_neighbourhoods |
| Decode token IDs back to text | morie_tokenizer_decode |
| Encode text to a vector of token IDs | morie_tokenizer_encode |
| Construct a MORIE tokenizer | morie_tokenizer_new |
| Vocabulary size | morie_tokenizer_vocab_size |
| Distribution-free (Wilks) tolerance limits | morie_tolerance_limits |
| Toronto neighbourhood boundary versions | morie_toronto_neighbourhoods |
| Add an equivalent HOOD_140 column to a HOOD_158-keyed data.frame | morie_tps_add_hood_140_from_158 |
| Add an equivalent HOOD_158 column to a HOOD_140-keyed data.frame | morie_tps_add_hood_158_from_140 |
| Aggregate per-158 counts to per-140 counts (EXACT for pure cake-cuts) | morie_tps_aggregate_158_to_140 |
| RichResult-emitting analyses for the 13 TPS crime datasets | morie_tps_analyze |
| Run the full TPS analysis bundle across many TPS data.frames | morie_tps_analyze_all |
| Convenience alias: full TPS bundle on the Assault dataset. | morie_tps_analyze_assault morie_tps_analyze_autotheft morie_tps_analyze_bicycletheft morie_tps_analyze_breakandenter morie_tps_analyze_communitysafetyindicators morie_tps_analyze_hatecrimes morie_tps_analyze_homicides morie_tps_analyze_intimatepartnerandfamilyviolence morie_tps_analyze_neighbourhoodcrimerates morie_tps_analyze_robbery morie_tps_analyze_shootingandfirearmdiscarges morie_tps_analyze_theftfrommovingvehicle morie_tps_analyze_theftover |
| Toronto CSI per-year + per-ward from a named list of TPS data.frames | morie_tps_analyze_csi_from_dataframes |
| Run the standard TPS analysis bundle on one data.frame | morie_tps_analyze_one |
| ARIMA(1,1,1) monthly-count forecast | morie_tps_arima_forecast |
| Assert the HOOD_* schema version of a TPS data.frame | morie_tps_assert_hood_version |
| List of formats this build can actually load. | morie_tps_available_formats |
| Bivariate Moran's I between two attributes at the same polygons | morie_tps_bivariate_moran |
| Bivariate Moran's I between two TPS categories | morie_tps_bivariate_morans_i |
| Pearson correlation across TPS categories' per-hood counts | morie_tps_category_correlation_matrix |
| Pettitt-style change-point on yearly incident counts | morie_tps_changepoint_detection |
| Compare Hawkes models across kernel x baseline combinations | morie_tps_compare_hawkes_kernels |
| Composite per-neighbourhood crime-risk index across TPS categories | morie_tps_composite_index |
| Compare counts and trends across multiple TPS categories | morie_tps_crime_compare |
| Premise x neighbourhood co-occurrence network | morie_tps_criminal_network_graph |
| Canonical CSI category names (the 9 TPS open-data feeds). | MORIE_TPS_CSI_CATEGORIES |
| CSI per neighbourhood (HOOD_158) | morie_tps_csi_per_neighbourhood |
| Toronto CSI per fiscal year from per-category counts | morie_tps_csi_per_year |
| Return the CSI weight for a TPS open-data category. | morie_tps_csi_weight |
| Default project data directory for TPS open data. | morie_tps_data_dir |
| DBSCAN density clusters on lat/long | morie_tps_dbscan_clusters |
| Disaggregate per-140 counts to per-158 counts (uniform-density) | morie_tps_disaggregate_140_to_158 |
| Return the pre-1998 borough name for a (lat, lon) centroid | morie_tps_district_for_centroid |
| Fetch one TPS category as a CSV, paging until exhausted. | morie_tps_fetch_category |
| Fetch a TPS category and return it as a 'data.frame'. | morie_tps_fetch_dataframe |
| 1-D Fokker-Planck density evolution under OU drift+diffusion | morie_tps_fokker_planck_grid |
| Local Getis-Ord Gi* statistic per neighbourhood | morie_tps_getis_ord_g_star |
| Gini coefficient of a numeric vector | morie_tps_gini_concentration |
| Non-stationary Hawkes with non-exponential kernels (R port) | morie_tps_hawkes_advanced |
| Fit a single (kernel, baseline) Hawkes specification | morie_tps_hawkes_advanced_fit |
| Focused 2x2 Markovian vs non-Markovian Hawkes comparison | morie_tps_hawkes_markovian_vs_nonmarkovian |
| Temporal exponential-kernel Hawkes fit | morie_tps_hawkes_temporal_fit |
| Helbing-Szolnoki inspection-game phase diagram | morie_tps_inspection_game_phase |
| 2-D kernel density estimate of geocoded incidents | morie_tps_kde_density |
| Euler-Maruyama Ornstein-Uhlenbeck simulation | morie_tps_langevin_simulate |
| TPS ArcGIS layer URLs known to MORIE | MORIE_TPS_LAYER_URLS morie_tps_layer_urls |
| Levy-flight tail exponent on consecutive-incident steps | morie_tps_levy_flight_alpha |
| List TPS categories known to the fetcher. | morie_tps_list_categories |
| List all TPS datasets as a 'data.frame'. | morie_tps_list_datasets |
| Map TPS format name -> path of the file that would be loaded. | morie_tps_list_formats |
| Load TPS dataset 'name' in the given 'format'. | morie_tps_load |
| Load one TPS dataset by category name (CSV thin path). | morie_tps_load_dataset |
| LISA - local Moran's Ii per neighbourhood | morie_tps_local_morans_i |
| Lotka-Volterra predator-prey on yearly crime counts | morie_tps_lotka_volterra_police_crime |
| Sweep polygon Moran's I across (category x year) | morie_tps_moran_sweep_heatmap |
| Global Moran's I on neighbourhood-level incident counts | morie_tps_morans_i_neighbourhood |
| How concentrated is crime across Toronto's 158 neighbourhoods? | morie_tps_neighbourhood_concentration |
| Offence-distribution rollup for a TPS crime data.frame | morie_tps_offence_summary |
| Polygon-aware Moran's I on a value column | morie_tps_polygon_morans_i |
| Convert a SQL-style column name to a prose label | morie_tps_pretty_label |
| Project (lat, lon) to rotated planar kilometres | morie_tps_project_xy |
| List the TPS PSDP layers wrapped by morie | morie_tps_psdp_layers |
| Registry of TPS open-data categories. | MORIE_TPS_REGISTRY |
| Toronto Police Service map rendering (R-side) | morie_tps_render |
| Polygon choropleth map for Toronto (158 wards) | morie_tps_render_choropleth |
| DBSCAN cluster figure on TPS-projected points | morie_tps_render_dbscan |
| District-level proportional-symbol map | morie_tps_render_district_proportional |
| Render a TPS point-pattern map (incident dots, optional DBSCAN) | morie_tps_render_points |
| Four-panel composite of TPS rendering primitives | morie_tps_render_quad |
| SaTScan-style spatial scan panel | morie_tps_render_satscan_panel |
| Small-multiples panel of per-year TPS choropleths | morie_tps_render_yearly_grid |
| Resolve which HOOD_* column to use on a TPS crime data.frame | morie_tps_resolve_hood_col |
| Ripley's K function at multiple radii | morie_tps_ripley_k |
| Seasonal ARIMA forecast on monthly incident counts | morie_tps_sarima_forecast |
| Short-D'Orsogna-Brantingham 2008 hot-spot PDE | morie_tps_sdb_reaction_diffusion |
| Canonical Short-D'Orsogna-Brantingham Turing-pattern demo | morie_tps_sdb_turing_demo |
| Seasonal / cyclic incident-time patterns | morie_tps_seasonal_pattern |
| Spatial rollup for a TPS crime data.frame | morie_tps_spatial_summary |
| Statistical physics of crime for TPS data | morie_tps_statphysics |
| Run all four statistical-physics analyses on a list of categories | morie_tps_statphysics_analyze_all |
| Stochastic-physics-of-crime analyses for TPS data | morie_tps_stochastic |
| Format names that 'morie_tps_load()' knows how to dispatch. | MORIE_TPS_SUPPORTED_FORMATS |
| Temporal analyses for TPS crime data | morie_tps_temporal |
| Temporal rollup for a TPS crime data.frame | morie_tps_temporal_summary |
| Toronto reference population by fiscal year (StatsCan 17-10-0009-01). | MORIE_TPS_TORONTO_POPULATION_BY_YEAR |
| Total-CSI weights for the 9 TPS open-data categories. | MORIE_TPS_TOTAL_CSI_WEIGHTS |
| Bettencourt urban-scaling exponent across the 158 Toronto wards | morie_tps_urban_scaling_beta |
| TPS Use-of-Force rate + type distribution | morie_tpsuof morie_tps_use_of_force |
| Violent-CSI weights for the 9 TPS open-data categories. | MORIE_TPS_VIOLENT_CSI_WEIGHTS |
| Year-over-year linear trend on incident counts | morie_tps_year_over_year_trend |
| Recommended HOOD_* schema version for a given OCC_YEAR | morie_tps_year_to_hood_version |
| Side-by-side year-over-year panel across TPS categories | morie_tps_yoy_panel |
| Transformer (1-head self-attention) genomic predictor (base R) | morie_transformer_genomic |
| t-SNE for non-linear dimension reduction (R parity) | morie_tsne_reduction |
| Two-sample placement coverage (Gibbons Ch 2.11.2) | morie_two_sample_coverage |
| Two-sample t-test with tidy output | morie_two_sample_t_test |
| Unobserved-components decomposition (trend + seasonal + irregular) | morie_unobserved_components |
| Get path to an MORIE userguide | morie_userguide |
| Validate a CPADS analysis data frame | morie_validate_cpads_data |
| Validate outputs manifest structure | morie_validate_outputs_manifest |
| Van der Waerden two-sample normal-scores location test (Gibbons Ch 8.3.2) | morie_van_der_waerden_test |
| Vector error-correction model (VECM) | morie_vecm |
| Verify that a serialised statistical output meets minimum quality gates | morie_verify_statistical_output |
| Fetch and cache a Google Cloud access token via gcloud | morie_vertex_access_token |
| Send a single-turn prompt to Gemini via Vertex AI | morie_vertex_ask_gemini |
| Tiny smoke test for the Vertex AI client | morie_vertex_health_check |
| Resolve Vertex AI configuration from environment variables | morie_vertex_resolve_config |
| Print step-by-step VPD GeoDASH download instructions | morie_vpd_download_instructions |
| Discrete wavelet decomposition for a time series | morie_wavelet_time_series |
| Bootstrap replicate weights (Rao-Wu rescaling within strata). | morie_weights_bootstrap |
| Balanced Repeated Replication (BRR) weights. | morie_weights_brr |
| Dispatch helper - calibrate to totals via "raking" or "greg". | morie_weights_calibrate_to_totals |
| Combined design x nonresponse x post-strat (x trim) pipeline. | morie_weights_combined |
| Kish design effect (n / ESS). | morie_weights_deff |
| Design weights from inclusion probabilities. | morie_weights_design |
| Detect extreme weights at +/- k * IQR or by absolute percentile. | morie_weights_detect_extreme |
| Comprehensive weight diagnostics. | morie_weights_diagnostics |
| Kish effective sample size: (sum w_i)^2 / sum w_i^2. | morie_weights_ess |
| Fay's BRR weights with perturbation coefficient 'fay_coefficient' in [0,1). | morie_weights_fay_brr |
| Generalised regression (GREG) calibration. | morie_weights_greg |
| Jackknife replicate weights (JK1 delete-1 or JKn stratified delete-n). | morie_weights_jackknife |
| Multi-frame (dual-frame) survey weights (Hartley compositing). | morie_weights_multiframe |
| Non-response adjustment within cells. | morie_weights_nonresponse |
| Normalise weights so they sum to n (sample) or N (population). | morie_weights_normalize |
| Post-stratification weight adjustment. | morie_weights_poststratify |
| Propensity-score non-response weights (logistic). | morie_weights_propensity_nonresponse |
| Raking calibration (iterative proportional fitting). | morie_weights_rake |
| Variance estimation from replicate estimates. | morie_weights_replicate_variance |
| Successive Difference Replication (SDR) weights. | morie_weights_sdr |
| Smooth survey weights via shrinkage toward the mean (or log-mean). | morie_weights_smooth |
| Trim extreme weights at percentile cutpoints. | morie_weights_trim |
| Monte-Carlo power of the Wilcoxon signed-rank test (Gibbons Ch 5.7.3) | morie_wilcoxon_power |
| Wilcoxon signed-rank test (paired) | morie_wilcoxon_signed_rank_test |
| Write a Markdown audit report. | morie_write_audit_markdown |
| Write synthetic epidemiology-style data to CSV | morie_write_synthetic_data |
| XGBoost regularized objective (R parity) | morie_xgboost_objective |
| One-way ANOVA with pairwise Bonferroni-adjusted t-tests | mrm_anova_bonferroni |
| One-way ANOVA + Tukey HSD post-hoc | mrm_anova_oneway |
| Power of one-way ANOVA given Cohen's f | mrm_anova_power |
| Per-record-type ARSAU analysis pipelines (R-side) | mrm_arsau |
| Composite Rubin-style identifiability assumption check | mrm_assumptions_check |
| Designed-experiment convenience wrapper around the morie causal estimator family | mrm_causal_design |
| Composite balance verdict using the Imbens-Rubin %SMD criterion | mrm_check_balancing |
| Propensity-score support overlap diagnostic (Cole-Hernan 2008) | mrm_check_overlap |
| Mandela Rules classifier for solitary-confinement placements | mrm_classify_mandela |
| Central Limit Theorem demonstrator | mrm_clt_demo |
| Experimental-design callables (designexptr-inspired) | mrm_design |
| Causal-inference diagnostics (R parity) | mrm_diagnostics |
| Design-of-Experiments toolkit (R parity) | mrm_doe |
| 2^k factorial-design analysis with main effects + interactions | mrm_factorial_2k |
| Fractional 2^(k-p) factorial: main effects + alias structure | mrm_fractional_factorial |
| Baseline-conditional gentrification coding (MRM primitive) | mrm_gentrification |
| Construct a baseline-conditional 3-level gentrification factor | mrm_gentrification_panel |
| Graeco-Latin square four-way ANOVA (row, col, Latin, Greek) | mrm_graeco_latin |
| Kulldorff space-time scan statistic on TPS event data | mrm_kulldorff |
| Latin-square three-way ANOVA (row, col, treatment) | mrm_latin_square |
| LISA (Local Indicators of Spatial Association) on polygon-level crime data + per-year polygon Moran's I time series | mrm_lisa |
| Mathematical-statistics / simulation / computation toolkit (R parity) | mrm_mathstats |
| Empirical Monte-Carlo power | mrm_mc_power |
| Median causal effect via 1:1 nearest-neighbour PS matching | mrm_median_causal_effect |
| Moran's I statistic for residual spatial autocorrelation | mrm_morans_i |
| One-proportion test (binomial exact + Wald approximation) | mrm_oneprop_test |
| MRM-framework analyses on Ontario OTIS data | mrm_otis |
| Mandela Rules apples-to-apples spectrum on OTIS b01 | mrm_otis_mandela_spectrum |
| Pairwise Cramer's V of OTIS b01 alert columns (mortification proxy) | mrm_otis_mortification_cooccurrence |
| Per-individual segregation-placement-count concentration on OTIS b09 | mrm_otis_placement_concentration |
| OTIS b01 region locality: chi-square + diagonal-share | mrm_otis_region_locality |
| Kaplan-Meier survival on OTIS b01 segregation-placement durations | mrm_otis_seg_duration_km |
| Block-permutation test for treatment effect | mrm_perm_block |
| Probability Integral Transform (PIT) | mrm_pit |
| Threshold-specific ordinal-logit primitive (MRM) | mrm_primitives_ordinal |
| Q-Q plot coordinates against a reference distribution | mrm_qq_plot |
| Generate a random k x k Latin square | mrm_random_latin |
| Randomised complete block design (RCBD) two-way ANOVA | mrm_rcbd |
| Second-order response-surface fit (Box-Wilson 1951) | mrm_response_surface |
| Bundled reference data samples and dataset fetchers | mrm_samples |
| MRM-framework analyses on Ontario SIU (Special Investigations Unit) data | mrm_siu |
| KM survival of SIU case-to-decision gap per police service | mrm_siu_case_to_decision_km |
| Tabulate SIU Director's-decision outcomes | mrm_siu_outcome_classifier |
| Per-police-service SIU case-rate summary | mrm_siu_per_service_rate |
| Spatial Durbin / SAR direct-indirect-total decomposition (MRM primitive) | mrm_spatial_spillover |
| SDM direct / indirect / total decomposition | mrm_spatial_spillover_decomposition |
| Imbens-Rubin standardised %SMD per covariate | mrm_standardised_difference |
| Compute the synthetic exposure offset for each area | mrm_synthetic_area_exposure |
| Synthetic small-area-estimated exposure offset (MRM primitive) | mrm_synthetic_exposure |
| Extract coefficient(s) for one covariate across all thresholds | mrm_threshold_coefficient |
| Fit a threshold-specific cumulative-logit ordinal regression | mrm_threshold_specific_ordinal |
| MRM-framework analyses on Toronto Police Service (TPS) open data | mrm_tps |
| Run a 3-d (lat, lon, time) Kulldorff scan with MC inference | mrm_tps_kulldorff_scan |
| Levy-flight Hill-MLE exponent on TPS inter-incident step lengths | mrm_tps_levy_scaling |
| Local Moran's I per polygon + quadrant + 999-permutation significance | mrm_tps_lisa |
| Load the precomputed per-category TPS Hawkes refit manifest | mrm_tps_load_hawkes_refit |
| Global Moran's I + DBSCAN summary on TPS lat/long event data | mrm_tps_moran_clustering |
| Kaplan-Meier inter-event recurrence on TPS by neighbourhood | mrm_tps_neighbourhood_recurrence_km |
| Per-year global Moran's I time series across a polygon surface | mrm_tps_polygon_moran_per_year |
| Two-treatment outcome comparison with three assumption regimes | mrm_two_treatment_test |
| Two-proportion test (chi-square + Fisher exact + Wald) | mrm_twoprop_test |
| Generic Multilevel Reconciliation Methodology (MRM) Use-of-Force callables | mrm_uof |
| Schema, null, and suspect-value audit | mrm_uof_data_quality_audit |
| Demographic disparity in outcome rates with risk-ratio CIs | mrm_uof_demographic_disparity |
| Concentration of UoF incidents across forces / services | mrm_uof_force_concentration |
| Region-at-time vs region-now locality contingency | mrm_uof_region_locality |
| Weapon-by-force contingency test | mrm_uof_weapon_diversity |
| Year-on-year change in incident counts | mrm_uof_yoy_change |
| Chi-square test for variance (Wilks 1962) | mrm_var_test |
| Effective number of independent tests from a correlation matrix | n_effective_tests |
| Total number of registered commands (excluding aliases) | n_stat_commands |
| Nested cross-validation with inner-loop grid search | nested_cross_validate |
| Run a suite of normality tests | normality_suite |
| Number needed to harm (NNH) — sign-reversed NNT | number_needed_to_harm |
| Number needed to treat (NNT) = 1 / |RD| | number_needed_to_treat |
| Nadaraya-Watson kernel regression | nw_regression |
| Odds ratio for a 2x2 table [[a, b], [c, d]] | odds_ratio |
| Odds-ratio table from a fitted logistic GLM | odds_ratio_table |
| Omega-squared — less biased than eta-squared | omega_squared |
| Omitted-variable bias analysis (sensemakr framework) | omitted_variable_bias |
| One-sample z-test for a proportion | one_proportion_ztest |
| One-sample Student's t-test | one_sample_ttest |
| One-way between-subjects ANOVA | one_way_anova |
| Convert odds ratio to Cohen's d (Hasselblad & Hedges, 1995) | or_to_d |
| Convert OR to Pearson r via d | or_to_r |
| Paired permutation test (sign-flipping) | paired_permutation_test |
| Paired-sample t-test | paired_ttest |
| Parametric bootstrap | parametric_bootstrap |
| Partial Pearson correlation controlling for covariates | partial_correlation |
| Partial eta-squared | partial_eta_squared |
| Burg autoregressive power spectral density | pburg |
| PCG Shannon-energy envelope | pcgenv |
| PCG murmur likelihood score | pcgmur |
| PCG S1/S2 heart-sound segmentation | pcgseg |
| Pearson product-moment correlation | pearson_correlation |
| Permutation-based FDR control via empirical null p-value distribution | permutation_fdr |
| Permutation-based FWER control via step-down max-T (Westfall-Young) | permutation_fwer |
| Two-sample permutation test | permutation_test |
| Pettitt non-parametric change-point detection | pettitt_changepoint |
| Petrosian fractal dimension | pfd |
| Proportional-hazards assumption test (Schoenfeld-style) | ph_assumption_test |
| Phi coefficient for a 2x2 contingency table | phi_coefficient |
| Point-biserial correlation | point_biserial_correlation |
| Prediction interval for a new study (random-effects meta) | prediction_interval |
| Print method for audit results. | print.morie_audit_result |
| Print method for OTIS analysis results | print.morie_otis_analysis_result |
| Print method for OTIS results | print.morie_otis_result |
| Print method for stat-command registry entries | print.morie_stat_command |
| Print method for morie tokenizer | print.morie_tokenizer |
| Print method for TPS analysis results | print.morie_tps_result |
| Print method for advanced TPS spatial-analysis results | print.morie_tps_spatial_advanced_result |
| Print method for TPS spatial-analysis results | print.morie_tps_spatial_result |
| Print method for TPS stochastic-analysis results | print.morie_tps_stochastic_result |
| Print method for TPS temporal-analysis results | print.morie_tps_temporal_result |
| Print method for taxonomy entries. | print.morie_variable_taxonomy |
| Probabilistic (Monte Carlo) sensitivity analysis | probabilistic_bias_analysis |
| Pearson r as an effect size with Fisher-z CI | r_effect_size |
| Coefficient of determination R^2 | r_squared |
| Convert Pearson r to Cohen's d | r_to_d |
| Convert Pearson r to OR via d | r_to_or |
| Ramsey RESET test for functional-form misspecification | ramsey_reset_test |
| Random-effects (DerSimonian-Laird) meta-analytic pooling | random_effects_meta |
| Rank-biserial correlation (matched rank version) | rank_biserial_correlation |
| Incidence rate ratio (IRR) | rate_ratio |
| Register a stat_command in the package-level registry | register_stat_command |
| Side-by-side regression table for multiple model fits | regression_table |
| Repeated K-fold cross-validation | repeated_cv |
| One-way repeated-measures ANOVA | repeated_measures_anova |
| Resolve a command by canonical name or alias | resolve_stat_command |
| Risk difference for a 2x2 table | risk_difference |
| Risk ratio (relative risk) for a 2x2 table | risk_ratio |
| Rosenbaum sensitivity analysis for matched-pair designs | rosenbaum_bounds |
| RR interval series from R-peak sample indices | rrint |
| Run a command's REPL handler with positional/keyword arguments | run_stat_command |
| Wald-Wolfowitz runs test for randomness | runs_test |
| Sample entropy | sampen |
| Multi-dimensional data quality scores | score_data_quality |
| Score (Lagrange multiplier) test | score_test |
| Semi-partial (part) correlation | semi_partial_correlation |
| Object-style wrapper for the semiparametric kernel toolkit | SemiparKernels |
| Sensitivity analysis for causal inference assumptions | sensitivity |
| Rosenbaum bounds sensitivity analysis (data-frame interface) | sensitivity_rosenbaum |
| Generate a comprehensive sensitivity-analysis summary | sensitivity_summary |
| Savitzky-Golay smoothing (direct alias) | sgolay |
| Shapiro-Wilk test for normality | shapiro_wilk |
| Sidak FWER correction | sidak |
| Silverman rule-of-thumb bandwidth | silverman_bandwidth |
| Simes test for the global null | simes_combined |
| Spearman rank correlation | spearman_correlation |
| Specification curve analysis | specification_curve |
| Standardised regression coefficients (beta weights) | standardized_coefficients |
| Execute a single command and return the resulting text | stat_bridge_exec |
| Inspect a single command by name | stat_bridge_fn_info |
| Search the registry for matching commands | stat_bridge_fn_search |
| Formatted text dump of the command registry | stat_bridge_help |
| Command-line dispatcher | stat_bridge_main |
| JSON enumeration of all registered commands | stat_bridge_registry_json |
| Self-test enumeration helper | stat_bridge_verify |
| Construct a stat_command entry | stat_command |
| Comprehensive hypothesis testing suite for epidemiological research | statistics |
| Storey q-value procedure (adaptive FDR) | storey_q |
| Stouffer's z-score method | stouffer_combined |
| Subsampling inference (Politis, Romano & Wolf) | subsampling |
| Substance Categories | substance_categories |
| Descriptive statistics for a set of variables | summary_statistics_table |
| Table 1 (baseline characteristics) stratified by group | table1 |
| Publication-ready table generation | tables_pub |
| Train on earlier data, test on later data | temporal_validate |
| Tippett's minimum-p method | tippett_combined |
| Tipping-point analysis for missing-data sensitivity | tipping_point_analysis |
| Cross-category crime analyses for Toronto Police Service (TPS) datasets | tps_crime |
| Statistics Canada Crime Severity Index (CSI) weights for TPS data | tps_csi |
| Spatial analyses for TPS crime data | tps_spatial |
| Heavyweight spatial statistics for TPS data | tps_spatial_advanced |
| Summary table of causal effect estimates from multiple estimators | treatment_effect_table |
| Two-sample z-test for the difference in proportions | two_proportion_ztest |
| Independent two-sample t-test (equal or unequal variance) | two_sample_ttest |
| Two-way factorial ANOVA (Type-II SS) | two_way_anova |
| Validate a data frame against a list of column rules | validate_schema |
| Data and model validation framework | validation |
| Bundled Vancouver Open Data crime-adjacent civic datasets | morie_datasets_vancouver_community_centres morie_datasets_vancouver_community_food_markets morie_datasets_vancouver_disability_parking morie_datasets_vancouver_fire_halls morie_datasets_vancouver_graffiti morie_datasets_vancouver_homeless_shelters morie_datasets_vancouver_noise_control_areas morie_datasets_vancouver_property_use_inspection_districts morie_datasets_vancouver_public_art vancouver_crime_adjacent |
| Vargha-Delaney A statistic | vargha_delaney_a |
| Per-variable taxonomy + dispatcher (R mirror of morie.variable_taxonomy) | variable_taxonomy |
| Run a suite of homogeneity-of-variance tests | variance_equality_suite |
| Variance ratio (F-test for equality of variances) | variance_ratio |
| Wald test for linear restrictions on parameters | wald_test |
| Welch power spectral density | welch |
| Welch's t-test (convenience wrapper) | welch_ttest |
| Wilcoxon signed-rank test (one-sample or paired) | wilcoxon_signed_rank |
| Wild bootstrap for linear regression with heteroskedasticity | wild_bootstrap |
