home/categories/data-analysis/jaechang-hits-sciagent-skills-skills-biostatistics-statistical-analysis-skill-md
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
Actualizado 2/18/2026
Estrellas
93
Forks
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.

Instalación
$ install --globalskills.sh
Uso

Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:

skills use statistical-analysis