data-stats-analysis
CommunityRun rigorous stats locally with ease.
AuthorStarlitnightly
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill enables performing statistical analyses, hypothesis testing, correlations, and multiple testing corrections using standard Python libraries.
Core Features & Use Cases
- Hypothesis testing: t-tests, ANOVA, non-parametric tests.
- Correlation analyses: Pearson and Spearman correlations with p-values.
- Multiple testing corrections: FDR, Bonferroni adjustments.
- Confidence intervals and normality checks for robust inference.
Quick Start
Compare two groups with a t-test and report the t-statistic and p-value.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 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: data-stats-analysis Download link: https://github.com/Starlitnightly/omicverse/archive/main.zip#data-stats-analysis Please download this .zip file, extract it, and install it in the .claude/skills/ directory.