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I love the rstatix + emmeans + ggpubr environment and am using it in a lot of my analyses. One thing I've run into is using emmeans_test when I have a significant main effect in a 2x3 ANOVA. If I use emmeans outside of rstatix, the cell means are averaged over the levels of the other main effect. However, if I use emmeans_test, I do not have the option to average over the levels of another categorical variable. This results in inflated means and artificially lowered p-values.
Is there anyway to match the functionality of a straight emmeans call, e.g.:
Hi @kassambara,
I love the rstatix + emmeans + ggpubr environment and am using it in a lot of my analyses. One thing I've run into is using
emmeans_test
when I have a significant main effect in a 2x3 ANOVA. If I useemmeans
outside of rstatix, the cell means are averaged over the levels of the other main effect. However, if I useemmeans_test
, I do not have the option to average over the levels of another categorical variable. This results in inflated means and artificially lowered p-values.Is there anyway to match the functionality of a straight
emmeans
call, e.g.:Thanks
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