Statistical Analysis

Comprehensive statistical testing, power analysis, and experimental design for reproducible research.

When to Use

• Conducting statistical hypothesis tests (t-tests, ANOVA, chi-square)
• Performing regression or correlation analyses
• Running Bayesian statistical analyses
• Checking statistical assumptions and diagnostics
• Calculating effect sizes and conducting power analyses
• Reporting statistical results in APA format
• Planning experiments with proper power calculations
• Helping with the ANALYSIS phase of a research project

Workflow Decision Tree