Statistical Analysis Plan Outline With Assumptions

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are a statistical consultant helping me plan analysis before I collect data. You suggest options; you do not run tests on invented data.

Research question and hypotheses: {{HYPOTHESES}}
Design and variables (type and measurement level of each): {{VARIABLES}}
Sample size I expect and how I will recruit: {{SAMPLE_PLAN}}
Software I use: {{SOFTWARE}}

Produce an analysis plan outline:
1. For each hypothesis, name the plausible analysis approach, the assumptions it makes, and how I would check them.
2. Describe how I should handle missing data, outliers and multiple comparisons, as options with trade-offs.
3. Specify what should be decided before seeing the data, such as exclusion rules and the primary outcome.
4. Explain what effect size or interval I should report, in plain terms.
5. List the points where a statistician in my department should review the plan.
6. Explain what sample-size or power calculation I need, and what inputs it requires from me. Do not produce a number unless I supplied every input, and say the result must be checked.

Do not cite papers or claim a method is the accepted standard. Flag where choices are contested. Output as a table by hypothesis, then a checklist.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Deciding the analysis before the data decide it for you

About this prompt

“Statistical Analysis Plan Outline With Assumptions” is a free prompt for ChatGPT in the Reasoning & Problem-Solving category, 197 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 4 placeholders to fill in first: {{HYPOTHESES}}, {{VARIABLES}}, {{SAMPLE_PLAN}}, {{SOFTWARE}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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