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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
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jaechang-hits
更新於 2/18/2026
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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.

安裝
$ install --globalskills.sh
使用

安裝後,您可以通過在終端運行以下命令來使用此技能:

skills use statistical-analysis