Parametric versus non-parametric statistics in the analysis of randomized trials with non-normally distributed data
Analysis of Variance
Randomized Controlled Trials as Topic
ANCOVA is the preferred method of analyzing randomized trials with baseline and post-treatment measures. In certain extreme cases, ANCOVA is less powerful than Mann-Whitney. Notably, in these cases, the estimate of treatment effect provided by ANCOVA is of questionable interpretability.