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Statistics Report Review Rubric

Rubric scoring

Check an analysis write-up for errors and overreach.

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Review my analysis write-up like a careful statistician. The report text: [PASTE_REPORT]. The data and methods used: [DATA_AND_METHODS]. The decision it supports: [DECISION].

Score each criterion from 1 to 5 with a quoted example and a fix: clarity of the question; appropriate data for the question; appropriate method; assumptions checked; effect sizes and intervals reported, not only p-values; multiple comparisons handled; missing data and outliers described; charts honest; causal language matched to the design; limitations stated; reproducibility (code, versions, seed).
Output a table with the scores, a total out of 55, and a verdict (ready, ready with changes, not ready) with thresholds stated as judgments. Then list the three claims in the report that go beyond the evidence and rewrite each. Add a list of questions you would ask the author in a review meeting. Do not recompute results you cannot see; say what you would need to check them.

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