claude

sociological-methods-and-research-skills

Twelve-skill bundle covering the Sociological Methods & Research (SMR) manuscript lifecycle — method-contribution fit, derivation and analytical properties, Monte Carlo simulation studies, a real-data empirical illustration, released reproducible software, ScholarOne submission, and rebuttal.

1,413 on GitHubby Bryce Wangv1.1.0MITupdated 1 month agoacademic
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Plugin sociological-methods-and-research-skills from marketplace awesome-journal-skills in brycewang-stanford/Awesome-Journal-Skills. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (12)

  • smr-derivation-and-properties

    Use when stating assumptions, identification, and analytical properties (bias, consistency, efficiency, asymptotics, validity conditions) of a method in a Sociological Methods & Research (SMR) paper. Audits the theory and proof economy; does not design the Monte Carlo or the real-data illustration.

  • smr-empirical-illustration

    Use when building the real-data empirical illustration for a Sociological Methods & Research (SMR) paper — a demonstration that the method changes a substantive conclusion, not a decorative example. Designs the illustration; does not derive properties or design the Monte Carlo.

  • smr-literature-positioning

    Use when positioning a Sociological Methods & Research (SMR) manuscript against the methods literature across sociology, statistics, econometrics, psychometrics, and computational social science, and avoiding sibling-journal misattribution. Maps the contribution onto prior methods; does not derive o

  • smr-method-contribution

    Use when sharpening the core methodological claim of a Sociological Methods & Research (SMR) paper — the new estimator/design/diagnostic and exactly what it fixes versus existing methods. Frames and bounds the contribution; does not derive its properties or run simulations.

  • smr-rebuttal

    Use when responding to a Sociological Methods & Research (SMR) decision letter — drafting the point-by-point response and revision plan for properties, simulations, the empirical illustration, software, and exposition under SMR's verbatim-comment response format. Plans the response; does not run new

  • smr-simulation-studies

    Use when designing the Monte Carlo simulation study for a Sociological Methods & Research (SMR) paper — data-generating processes, competing methods, performance metrics, and the regimes where the method wins or breaks. Designs the simulation; does not derive properties or run the real-data illustra

  • smr-software-and-reproducibility

    Use when preparing the released software, code, data, and reproducibility materials for a Sociological Methods & Research (SMR) paper — a usable package plus scripts that recreate every table, figure, and simulation, and the SMR data-and-code availability statement. Builds the reproducibility layer;

  • smr-submission

    Use when running the final Sociological Methods & Research (SMR) pre-submission check for ScholarOne — double-anonymization, separate title page, ASA style, ≤150-word non-parenthetical abstract, data-and-code availability statement, AI disclosure, and file formats. Preflights the submission; does no

  • smr-tables-figures

    Use when designing tables and figures for a Sociological Methods & Research (SMR) paper — self-contained simulation grids, method-comparison tables, diagnostic plots, and equation/notation exhibits in ASA-styled format. Designs exhibits; does not write prose or run analyses.

  • smr-topic-selection

    Use when deciding whether a project clears the Sociological Methods & Research (SMR) bar — a genuine methodological contribution (develop, evaluate, or critically assess a method), not an application dressed as method. Screens fit and scope; does not derive properties or design simulations.

  • smr-workflow

    Use when sequencing a Sociological Methods & Research (SMR) manuscript from method-contribution fit through derivation and properties, Monte Carlo simulation, real-data empirical illustration, released software, ScholarOne submission, double-anonymized review, and rebuttal. Routes to the right SMR s

  • smr-writing-style

    Use when revising prose for a Sociological Methods & Research (SMR) manuscript — methods-paper introduction arc, ASA citation style, the ≤150-word non-parenthetical abstract, and clear exposition of estimands, assumptions, and results. Edits prose and conformance; does not derive or simulate.

View source on GitHub copaper.ai

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