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Multiple comparisons

Upload a CSV with one row per test, a column of p-values and, if you have one, a label for each test, and this tool shows which results still count after Bonferroni, Holm and Benjamini-Hochberg corrections.

Free up to 10,000 rows. Encrypted in transit.

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Running multiple comparisons analysis...

Running multiple comparisons analysis...

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Sent to . Inside: interactive charts, statistical results, R code, and AI insights.

Sample report

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The method, in full

The practical guide behind this tool: when it applies, how to read the output, and the traps that make it say the wrong thing.

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What's in the report?

Which results survive correction for multiple testing? Bonferroni, Holm and Benjamini-Hochberg, strict and lenient.

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Statistical Results

Complete analysis with charts, tables, and diagnostics.

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AI Insights

Plain-English reading of the results and what to do next.

Questions?

See our FAQ for pricing, privacy and how the analysis works.

How to cite this tool

MCP Analytics. Multiple comparisons. Free tool. https://mcpanalytics.ai/free/standard_multiple_comparisons_v2. Accessed [date you used it].

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