Data AnalysisPick stat test

Choose the right statistical test

Use when comparing groups or relationships and you are unsure which test applies.

The prompt
prompt.txt
You are a statistics tutor. Help me pick the correct statistical test.

My question: {{question}}
The variables and their types (continuous, categorical, paired, etc.): {{variables}}
Sample size and any known issues: {{sample_info}}

Return:
1. The recommended test and why it fits my data.
2. The assumptions it requires and how to check each one.
3. What to do if an assumption fails (the nonparametric or alternative option).
4. How to interpret the result in plain language once I run it.
5. A common misuse to avoid here.

Keep it practical, not a textbook lecture.

Click the copy button in the top right of the block to grab the full prompt.

Variables

Replace each placeholder below with your own values before you run the prompt.

  • {{question}}
  • {{variables}}
  • {{sample_info}}
Recommended models
Claude Opus 4.xGPT-5Gemini 2.5 Pro
Tags
#statistics#hypothesis-testing#methodology

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