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data-analysisdata-ai

statistical-analysis

Guided statistical analysis: test selection, assumption checking, effect sizes, power analysis, and APA reporting. Use when choosing appropriate tests for your data, verifying assumptions, calculating effect sizes, or formatting results for publication. Covers frequentist (t-test, ANOVA, chi-square, regression, correlation, survival, count models, agreement/reliability) and Bayesian alternatives. For implementing specific models use statsmodels or pymc-bayesian-modeling.

jaechang-hits
maintainer
jaechang-hits
更新日 2/18/2026
スター
93
フォーク
12
quick start

Installation and usage

Guided statistical analysis: test selection, assumption checking, effect sizes, power analysis, and APA reporting. Use when choosing appropriate tests for your data, verifying assumptions, calculating effect sizes, or formatting results for publication. Covers frequentist (t-test, ANOVA, chi-square, regression, correlation, survival, count models, agreement/reliability) and Bayesian alternatives. For implementing specific models use statsmodels or pymc-bayesian-modeling.

インストール
$ install --globalskills.sh
使い方

インストール後、ターミナルで以下のコマンドを実行してこのスキルを使用できます:

skills use statistical-analysis