Package: rmorie
Type: Package
Title: Multi-Domain Open Research and Inferential Estimation
Version: 1.5.1
Authors@R: c(
person(
given = c("Vansh", "Singh"),
family = "Ruhela",
email = "vsruhela@proton.me",
role = c("aut", "cre"),
comment = c(ORCID = "0009-0004-1750-3592")
)
)
Description: Self-contained multi-domain scientific computing toolkit
for observational inference and intervention analysis, hosting
the Multilevel Reconciliation Methodology ('MRM') framework for
Canadian correctional, police, and oversight data as its
primary application. Every statistical algorithm is implemented
in the package itself (R and 'C++') and cross-validated against
its reference implementation; no other statistical package is
called at runtime. Provides general-purpose causal estimators
-- average treatment effects on the full, treated, and control
populations ('ATE', 'ATT', 'ATC'), group, conditional, and
local average treatment effects ('GATE', 'CATE', 'LATE'),
augmented inverse-probability weighting ('AIPW'), and
G-computation -- survey sampling methods (stratified, cluster,
probability-proportional-to-size, bootstrap, calibration
weights), propensity-score and doubly-robust estimators, and
sensitivity analyses (E-value, 'Rosenbaum' bounds). Companion
modules support signal processing and spectral analysis, hash
and signature primitives, spatial statistics, statistical
physics of crime ('Hawkes' self-exciting processes,
reaction-diffusion, Levy flight, urban scaling), and
classical-test-theory and item-response-theory measurement
models, alongside ingestion utilities for officially published
reports of the Ontario Special Investigations Unit ('SIU',
, police oversight) and of federal
Structured Intervention Units. Additional open-data connectors
cover the 'CKAN' (Comprehensive Knowledge Archive Network,
) portal family including Canada's federal
portal (), Statistics Canada
(), the municipal 'Socrata' portals
of Chicago (), New York City
(), and Calgary
(), and the Toronto Police Service
public-safety data portal (); none of
these require an account or API (application programming
interface) key.
License: AGPL (>= 3)
Copyright: See file inst/COPYRIGHTS for the bundled nlohmann/json
header (MIT).
LazyData: true
Encoding: UTF-8
ByteCompile: no
Language: en-US
Roxygen: list(markdown = TRUE, roclets = c("namespace", "rd",
"srr::srr_stats_roclet"))
RoxygenNote: 8.0.0
Depends: R (>= 4.3.0)
Note: Tested on R 4.3.0, 4.4.x, 4.5.2, 4.5.3 (CRAN). Use CRAN R on
Apple Silicon (Homebrew R may segfault with RSQLite).
Imports: methods, here, stats, utils, Rcpp, rmoriebricklayer (>=
1.0.0), rmoriedata (>= 0.4.0)
LinkingTo: Rcpp, RcppArmadillo, rmoriebricklayer
SystemRequirements: libcurl: libcurl-devel (rpm) or
libcurl4-openssl-dev (deb); optional liboqs (ML-KEM
post-quantum crypto): liboqs-devel (rpm), liboqs-dev (deb) or
brew install liboqs
Suggests: AER, AIPW, anominate, arrow, bacondecomp, basicspace,
bigrquery, boot, bootstrap, brms, broom, cansim, car, caret,
CausalImpact, CBPS, changepoint, cmdstanr, cmprsk, cobalt,
coin, copula, coresynth, dagitty, data.table, DBI, dbscan,
DescTools, designmatch, deSolve, detectseparation, did, did2s,
didimputation, DIDmultiplegt, digest, dirichletprocess, dlm,
DoubleML, DRDID, duckdb, ebal, emmeans, EValue, evd,
extraDistr, fdrtool, fixest, FNN, future, gbm, geepack,
ggplot2, glasso, glmnet, gMCP, gmp, goftest, grf, gstat,
harmonicmeanp, HonestDiD, httr2, igraph, iml, insight, ipred,
irr, ivreg, jsonlite, kernlab, knitr, konfound, lars, lcmm,
linprog, lme4, lmtest, locfdr, loo, lpSolve, marginaleffects,
MASS, Matching, MatchIt, Matrix, MCMCpack, mda, metafor, mgcv,
mice, mirt, mlr3, mlr3learners, MSwM, mutoss, mvtnorm,
nanoparquet, nFactors, nlme, nnet, norm, np, openssl, optmatch,
outliers, patchwork, pdftools, performance, pkgload, pls,
poolr, portes, posterior, ppcor, pracma, pROC, pscl, psych,
pwr, quantreg, qvalue, R.matlab, randomForest, randtests,
randtoolbox, ranger, rbounds, rcdd, rddensity, rdlocrand,
rdpower, rdrobust, readr, readxl, remotes, resample,
reticulate, rgenoud, rmarkdown, robustbase, rpart, RPostgres,
rsample, RSQLite, rstan, rstanarm, Rtsne, rvest, sandwich, see,
seewave, sensemakr, sensitivitymv, sf, signal, simpleboot,
smacof, smotefamily, sodium, sp, spatialreg, spatstat.explore,
spatstat.geom, spdep, srr, stdReg, survey, survival, testthat
(>= 3.0.0), tipr, torch, trend, tseries, urca, vars, wavelets,
WeightIt, withr, writexl, WRS2, xgboost, xml2
VignetteBuilder: knitr
URL: https://github.com/rootcoder007/rmorie,
https://rootcoder007.github.io/rmorie/, https://rmorie.com
BugReports: https://github.com/rootcoder007/rmorie/issues
Config/testthat/edition: 3
Config/testthat/parallel: true
biocViews: Software, StatisticalMethod, Survival, Spatial, TimeSeries,
Bayesian, MultipleComparison, Visualization
Additional_repositories: https://stan-dev.r-universe.dev,
https://rootcoder007.r-universe.dev
Remotes: rmoriebricklayer=rootcoder007/rmorie-bricklayer@v1.0.0,
rootcoder007/rmoriedata
Config/pak/sysreqs: libssl-dev zlib1g-dev
Repository: https://rootcoder007.r-universe.dev
Date/Publication: 2026-10-20 19:27:47 UTC
RemoteUrl: https://github.com/rootcoder007/rmorie
RemoteRef: main
RemoteSha: c52b4cc44834d65e23fa71de969dad0d0274c6fa
NeedsCompilation: yes
Packaged: 2026-10-22 19:20:07 UTC; root
Author: Vansh Singh Ruhela [aut, cre] (ORCID:
)
Maintainer: Vansh Singh Ruhela