Getting started with MORIE in R10 hours ago
Overview | Loading the package | The dataset catalogue | Loading a dataset | A simple ATE estimate | Companion estimators | Where to go next
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MRM walkthrough on OTIS provincial data10 hours ago
What this vignette covers | Loading OTIS | The canonical a01 design | Augmented IPW | Aggregate companion: incidence-rate ratios | Mandela classification | Where to go next
MRM dataset fetchers and bundled samples27 days ago
Overview | Bundled reference samples | OTIS via CKAN (data.ontario.ca) | TPS via ArcGIS Open Data | SIU via on-demand scraper | Why a scraper rather than a shipped dataset? | R-side wrapper, Python-side implementation | Workflow: from bundled sample to verified result | Caching layout | References
MRM empirical callables (OTIS / TPS / SIU)27 days ago
Overview | OTIS suite | Placement-count concentration on b09 | Segregation-duration KM on b01 | Mortification co-occurrence (alert columns) | Region locality | Mandela classification | TPS suite | Levy-flight Hill exponent on inter-event step lengths | Moran's I + DBSCAN clustering | Neighbourhood inter-event recurrence | Hawkes manifest loader | SIU suite | References
Getting started with MORIE in R29 days ago
Overview | Loading the package | The dataset catalogue | Loading a dataset | A simple ATE estimate | Companion estimators | Where to go next
Auditing a system for group disparity1 months ago
What this vignette covers | Group-disparity metrics | Predictive-policing calibration audit | Further reading
Causal inference with MORIE1 months ago
Overview | A reproducible synthetic example | Single-robust ATE / ATT / ATC | Doubly robust: augmented IPW | Per-unit CATE (T-learner / S-learner) | Group-level GATE | Sensitivity analysis: the E-value | Where to go next
Chi-square tests and one-way ANOVA1 months ago
Overview | A 2x3 contingency table | Effect size: Cramer's V | One-way ANOVA + omega-squared | MRM chi-square family | Where to go next
CPADS canonicalization and analysis1 months ago
Overview | The CPADS column contract | Loading + canonicalising | A simple analysis with weights | Survey-weighted causal estimate | Where to go next
Dataset catalogue1 months ago
Overview | Browsing the catalogue | Per-dataset detail | Loading data | Configuring local + remote backends | Statistics Canada / Health Canada data acknowledgment | Where to go next
Effect sizes and association measures1 months ago
Overview | Cohen's d (continuous, two-group) | Cramer's V (categorical association) | Omega-squared (one-way ANOVA) | Proportion confidence intervals | E-value (sensitivity analysis) | Where to go next
IPW deep-dive (Hajek and Horvitz--Thompson)1 months ago
Overview | Setting up | Estimating propensities | Hajek-stabilised IPW | Weight diagnostics | AIPW for protection against IPW failure | Where to go next
Survey-weighted estimation with MORIE1 months ago
Overview | Stratified, cluster, and PPS sampling | Calibration weights and design weights | Effective sample size and design effect | Bootstrap variance with weights | Where to go next
The SIU pipeline: fetch, parse, audit, translate1 months ago
Overview | Inspecting the shipped manifest | Fetching the full corpus | Auditing a single case | Comparing parser output against an external table | AI extraction (free local model by default) | French -> English translation | The canonical-override system: the parser learns | Format validity | Where to go next
Signal processing primitives1 months ago
Overview | A synthetic two-tone signal | Basic FFT | Where to go next
