auto-stat-test
CommunityAuto-select the right statistical tests with clear results.
Data & Analytics#data-analysis#json-report#anova#statistical-testing#mann-whitney#normality#chi-square
Authorhaomingz
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Automates the tedious process of selecting the correct statistical test for a given dataset and producing an interpretable report.
Core Features & Use Cases
- Automatic test selection for two-group and multi-group data
- Generates p-values, effect sizes, and plain-language interpretations
- Outputs a machine-readable JSON payload for downstream automation
Quick Start
Run the tool on a dataset to automatically choose and apply the appropriate statistical test and generate a comprehensive report.
Dependency Matrix
Required Modules
numpypandasscipy
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: auto-stat-test Download link: https://github.com/haomingz/kimi-skills/archive/main.zip#auto-stat-test Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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