rmorie/CITATION.cff at main · rootcoder007/rmorie · GitHub

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cff-version: 1.2.0
message: "If you use rmorie in your research, please cite the software (see preferred-citation below). Methodology and empirical-applications papers (MRM framework, criminological Hawkes process, solitary-confinement / self-excitation / institutional churn) are in preparation and will be added once publicly available with DOIs."
title: "rmorie: Multi-domain Open Research and Inferential Estimation in R"
authors:
  - family-names: "Ruhela"
    given-names: "Vansh Singh"
    orcid: "https://orcid.org/0009-0004-1750-3592"
    affiliation: "Centre for Criminology and Sociolegal Studies, University of Toronto"
    name-particle: "Singh"
    # IPA: /ʋənʃ sɪŋ ɾʊˈɦeːlɑː/
version: "1.3.2"
date-released: "2026-09-21"
url: "https://github.com/rootcoder007/rmorie"
repository-code: "https://github.com/rootcoder007/rmorie"
license: "AGPL-3.0-or-later"
keywords:
  - "criminology"
  - "police-oversight"
  - "special-investigations-unit"
  - "siu-parser"
  - "ontario-siu"
  - "police-data-mining"
  - "carceral-data"
  - "mrm-framework"
  - "causal-inference"
  - "hawkes-process"
abstract: "rmorie is an R toolkit for causal inference, survey sampling, psychometrics, point-process modeling, and Canadian criminological accountability analysis, hosting the MRM (Multilevel Reconciliation Methodology) framework. It includes the first open-source parser and data-mining subsystem for the Ontario Special Investigations Unit (SIU) director's-report corpus, created by Vansh Singh Ruhela: a fetch/parse/analyse pipeline that extracts a 64-column structured schema from SIU director's reports across all three of the site's historical layout generations and pipes it into causal, spatial, and self-exciting point-process models."
preferred-citation:
  type: software
  title: "rmorie: Multi-domain Open Research and Inferential Estimation in R"
  authors:
    - family-names: "Ruhela"
      given-names: "Vansh Singh"
      orcid: "https://orcid.org/0009-0004-1750-3592"
      affiliation: "Centre for Criminology and Sociolegal Studies, University of Toronto"
  year: "2026"
  url: "https://github.com/rootcoder007/rmorie"
references:
  # Methodology + empirical-applications papers are in preparation and
  # will be added once publicly available with DOIs or preprint URLs.
  - type: software
    title: "Claude — Anthropic frontier model family"
    authors:
      - name: "Anthropic, P.B.C."
    year: "2024"
    url: "https://www.anthropic.com/claude"
    notes: "Frontier AI assistance used during rmorie development. Author retains full responsibility for code and methods."
  - type: software
    title: "Claude Code — official command-line interface for Claude"
    authors:
      - name: "Anthropic, P.B.C."
    year: "2024"
    url: "https://claude.com/claude-code"
    notes: "Primary development assistant for the rmorie codebase."
  - type: generic
    title: "Predictive Policing in the City of Chicago"
    authors:
      - family-names: "Lachérade"
        given-names: "P."
      - family-names: "Szabo"
        given-names: "B."
      - family-names: "Krikava"
        given-names: "J."
      - family-names: "Aeby"
        given-names: "M."
    year: "2021"
    url: "https://github.com/marquito95/Predictive-policing-Chicago"
    notes: "SciencesPo 'Decoding Biases in AI' project auditing Chicago's Strategic Subjects List for racial bias. rmorie's predictive-policing calibration audit (morie_frns_predpol_*) is an independent clean-room reimplementation of this project's published methodology -- no code copied."
  - type: article
    title: "Unmasking Algorithmic Bias in Predictive Policing: A GAN-Based Simulation Framework with Multi-City Temporal Analysis"
    authors:
      - family-names: "Barman"
        given-names: "Pronob Kumar"
      - family-names: "Barman"
        given-names: "Pronoy Kumar"
    year: "2026"
    url: "https://arxiv.org/abs/2603.18987"
    notes: "Source of the four temporal bias metrics and the composite Bias Amplification Score reimplemented in rmorie's fairness modules."
  - type: generic
    title: "XAI Stories: Case Studies -- COMPAS Recidivism"
    authors:
      - family-names: "Biecek"
        given-names: "Przemysław"
      - name: "et al."
    year: "2021"
    url: "https://pbiecek.github.io/xai_stories/story-compas.html"
    notes: "The COMPAS explainability audit whose explainer recipe rmorie's fairness XAI module independently reimplements."