Can I use one-way ANOVAs prior to multi-factorial ANOVA to reduce number of predictors?

My current experimental design involves several factors (e.g. Treatment, Enclosure, Night and Round), and involving all of them in a multi-factorial ANOVA would result in a large number of...

09 September 2019 7,043 2 View