alterlab-statistical-analysis
CommunityGuided statistical analysis for academic research
Education & Research#statistics#data-analysis#statistical-analysis#research-design#power-analysis#apa-formatting
AuthorAlterLab-IEU
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Researchers in academia often struggle to choose the correct statistical tests, verify assumptions, plan power analyses, and produce APA-formatted reports. This Skill provides a structured, guidance-rich workflow to navigate complex data analyses in academic settings.
Core Features & Use Cases
- Test selection guidance for t-tests, ANOVA, regression, and correlations.
- Comprehensive assumption checking with diagnostic guidance and recommended remedies.
- Power analysis and sample size planning for experimental designs.
- APA-ready reporting templates and example outputs to streamline manuscript preparation.
Quick Start
Provide a complete statistical analysis plan for a dataset, including test choices, diagnostics, and report-ready results.
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: alterlab-statistical-analysis Download link: https://github.com/AlterLab-IEU/AlterLab-Academic-Skills/archive/main.zip#alterlab-statistical-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.