stats-analysis
CommunityGuided statistical analysis for research reporting.
Data & Analytics#statistics#data-analysis#assumption-checking#hypothesis-testing#power-analysis#apa-reporting#statistical-models
AuthorManfronEnrico
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Statistical analysis planning and reporting can be error-prone and time-consuming; this skill guides researchers to select appropriate tests, perform assumption checks, and produce APA-compliant results.
Core Features & Use Cases
- Guided test selection for t-tests, ANOVA, regression, correlation, and non-parametric alternatives.
- Automated assumption checks (normality, homogeneity, independence) with visual diagnostics and actionable recommendations.
- Power analysis, sample size planning, and effect-size computation with APA-style reporting templates.
- Use Case: A researcher can plan a study, choose the right tests, and generate a complete manuscript-ready results section.
Quick Start
Provide your dataset and specify the outcome and predictor variables to receive guidance on test selection, diagnostics, and APA-style reporting.
Dependency Matrix
Required Modules
numpypandasscipymatplotlibseaborn
Components
scriptsreferences
💻 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: stats-analysis Download link: https://github.com/ManfronEnrico/thesis-manifold/archive/main.zip#stats-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
Agent Skills Search Helper
Install a tiny helper to your Agent, search and equip skill from 471,000+ vetted skills library on demand.