Method evidence record

Robust paired samples t-test

The robust paired samples t-test replaces arithmetic means with trimmed means and Winsorized variance to compare two related measurements while resisting the distorting influence of outliers and non-normal distributions, producing reliable inference where the classic paired t-test breaks down.

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Robust Paired Samples t-test

Taxonomic method record · hypothesis-test / statistics

Yuen, K. K. (1974). The two-sample trimmed t for unequal population variances. Biometrika, 61(1), 165–170. · DOI 10.1093/biomet/61.1.165
Wilcox, R. R. (2012). Introduction to Robust Estimation and Hypothesis Testing (3rd ed.). Academic Press. · ISBN 978-0123869838

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Taxonomic bucketPaired samples t-testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust independent samples t-testmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRobust one-sample t-testmachine-suggested · Relational suggestion, not evidence.