inferential-statistics
CommunityGuide and run inferential tests with ease.
Authorsencersoylu
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Inferential statistics help researchers move from descriptive data to conclusions about populations by selecting appropriate tests and interpreting results.
Core Features & Use Cases
- Test selection decision tree for continuous and categorical outcomes across 2+ groups, with independent and paired designs.
- Assumption checks (normality, variance homogeneity) and appropriate test substitutions (parametric vs non-parametric).
- Test execution guidance, effect size calculations, multiple-comparison corrections, and reporting templates.
Quick Start
Provide a dataset in CSV format and specify the dependent variable and design (grouping factor(s)) to perform the recommended inferential test and obtain results.
Dependency Matrix
Required Modules
numpyscipypandasstatsmodelsscikit_posthocspingouin
Components
scripts
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: inferential-statistics Download link: https://github.com/sencersoylu/scholar-flow/archive/main.zip#inferential-statistics Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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