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Power sample size calculator

Skill a5c-ai/babysitter/library/specializations/domains/science/mathematics/skills/power-sample-size-calculator

Statistical power analysis and sample size determinationFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill power-sample-size-calculator

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

1.2 KB, 147 tokens by cl100k_base, as published. Nobody here has run it

Power and Sample Size Calculator

Purpose

Provides statistical power analysis and sample size determination capabilities for experimental design.

Capabilities

  • Power analysis for common tests (t-test, ANOVA, chi-square)
  • Effect size calculation
  • Sample size estimation
  • Simulation-based power analysis
  • Multi-level model power analysis
  • Sequential analysis design

Usage Guidelines

  1. Effect Size: Specify meaningful effect sizes
  2. Power Target: Set appropriate power levels (typically 0.80)
  3. Type I Error: Control alpha appropriately
  4. Simulation: Use simulation for complex designs

Tools/Libraries

  • G*Power
  • pwr (R)
  • statsmodels

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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