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hypothesis-test

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Choose and interpret tests correctly.

Data & Analytics#regression#t-test#p-values#assumption-checking#ANOVA
Authorastoreyai
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill guides selecting appropriate statistical hypothesis tests and interpreting results with correct nuance.

Core Features & Use Cases

  • Test Selection: Decision tree for one, two, and multi-variable scenarios.
  • Assumption Checks: Normality, variance homogeneity, independence guidance.
  • Reporting Guidance: How to present test statistics, dfs, p-values, and effect sizes.

Quick Start

Determine whether to use a paired t-test or a two-sample t-test for pre-post measurements.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

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Please help me install this Skill:
Name: hypothesis-test
Download link: https://github.com/astoreyai/ai_scientist/archive/main.zip#hypothesis-test

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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