Can I read Consistent ANOVA-type tests for various effect sizes on EtoBox?

Consistent ANOVA-type tests for various effect sizes by Hothorn, Ludwig A. is a scholarly article available to read on EtoBox.

What is Consistent ANOVA-type tests for various effect sizes about?

Analysis of variance (ANOVA) reveals some disadvantages, such as non-robustness against heteroscedastic or non-normal errors and using difference to overall mean as effect sizes only. As an alternative the multiple contrast test comparing to the overall mean is proposed for 7 effect sizes: ratio-to-OM, quantiles for both ratio or differences, odds ratios for continuous data, odds ratio for proportions, risk ratio/differences, relative effect size for continuous up to discrete data, and hazard ratio. Using CRAN packages the related analysis is simple.

Author

Hothorn, Ludwig A.

Published

2023

Language

EN