Greeting everyone, Please note I posted this question to SO https://stats.stackexchange.com/questions/358927/compute-partial-eta2-for-all-fixed-effects-anovas-from-a-lme4-model but since it's been unanswered and I **honestly** don't know what to do, I decided to re-post it here. To make a longer story short (a full reproducible example is posted at SO and I didn't want to use more space then necessary here): I used lmer() (actually afex::mixed()) to fit a model for a full factorial repeated measures experimental data. I'm not interested in random effects per se - i defined a maximum justified by design structure of random effects only to control more error variance and my only interest are the fixed effects - namely Fs from the anova table and corresponding marginal means. I've been asked by a reviewer to add effects sizes (etas or omegas) for each F or t test reported: anova F's from anova(lmer()) and F's and t's from emmeans calls (pairs and joint_tests) used to explain some higher order interactions. I don't feel in a position to argue with the reviewer so I'd like to provide what she / he wants without any discussion. My question here is twofold: - If there is any citable way to produce eta2 for anovas F tests how can I do it? An R package / function / script would be great help. - If there is no way computing it - what paper can I cite when answering the reviewer why I insisted on skipping effect sizes. I am aware that my question may sound basic to most of you but i'm really lost here and would use any detailed help that will allow to produce the numbers i'm being asked. If more information is needed please ask here or at SO, time is of the essence and this group is probably the last place I know of that might help me. Thanks for reading this and even a bigger thanks for taking the time to help me out. All the best, Blazej Mrozinski
Effect sizes (eta sqrt) for fixed effects anova table in lmer object - seeking help
1 message · Blazej Mrozinski