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  4. Statistical Test Selection Guide
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Examples for Statistical Test Selection Guide

Explore real-world examples showing how this skill works with different inputs and outputs.

Regional Customer Satisfaction Analysis

Shows one-way ANOVA for comparing satisfaction scores across 4 regions, including post-hoc tests, effect size, and both business and academic reporting formats.

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Small Pilot Study Proportion Comparison

Demonstrates Fisher's exact test for comparing treatment effectiveness with small samples, including power analysis guidance and honest interpretation of limitations.

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Comparing Two Independent Groups

Demonstrates independent samples t-test selection for comparing continuous scores between two groups, with assumption checks, effect size calculation, and APA reporting template.

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