Interpreting Statistical Results in Plain Language Without Misleading
This is a ready-made prompt from the Zayenha Prompt library in Analysis & Research, written for claude-sonnet-4-7. It has a main prompt to copy into the model, built-in quality guards, and a verification prompt to run in a second window to review the answer. The full text needs the Plus plan; the description is open to all.
Understand what your statistical results actually say: p-values, confidence intervals, and effect sizes, for researchers and non-specialists, without common misreadings or false causal claims.
Your current plan: free
Understanding regression output before writing the conclusion, explaining study results to a non-specialist management, reviewing a researcher's interpretation before publication.
Built-in quality guards
No fabricated statistics or turning correlation into causation
Every statistic comes from the user's actual results
Cover p-value, confidence interval, effect size, and design limits
Accurate simplification fitting the defined audience without distortion
Frequently asked questions
How do I use this prompt?
Copy the main prompt and paste it into claude-sonnet-4-7 or the model you use, replace what is in square brackets with your details, then run the verification prompt in a second window with the answer pasted in, and review it before relying on it.
Is this prompt free?
Its full text requires the Plus plan or higher. Free prompts you can copy at once without an account are on the ready-made Arabic prompts page.
Which model was this prompt written for?
It was written for claude-sonnet-4-7 and follows how that model works; you can run it on other models too, reviewing the result, since no single wording guarantees the best result on every model.