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Decision Guide

How to Choose the Right Statistical Test

A decision-tree guide covering group comparisons, correlations, regression, categorical data, scale reliability, assumption checks, and study planning — with links to every worked example.

📊 40+ tests mapped to your research question
Step-by-step solution

🧭 40 · How to Choose the Right Statistical Test

A Decision Guide — Match Your Question to a Test
Decision Guide
How to use this page: This is a map, not a single worked example. Find the section below that matches your research question, follow the rule to a specific test, then click through to its worked example. For an interactive version that asks you these same questions one at a time, use MindStat's built-in Test Advisor (linked at the bottom of this page).
1 · Comparing groups on a continuous outcome
2 · Relationships between variables
3 · Categorical / binary data
4 · Scale and measurement quality
5 · Checking assumptions before you test
6 · Planning a study and reporting effects
7 · Reading SPSS output and writing up results
🟢 Still not sure? MindStat's Test Advisor asks these same questions interactively and points you straight to the right panel.