In this answer the author shows using ANOVA to compare two models and use the likelihood ratio test to decide keep the rank
variable.
The likelihood ratio test is highly significant and we would conclude that the variable rank should remain in the model.
My question is has ANOVA be used for feature selection in large scale? If not why?