In my study, I make use of two covariates. After running a two-way ANCOVA in SPSS, it turns out that only one of the two covariates is significant. Should I remove the one that is not significant, and only report that I am controlling for the significant covariate or should I keep it in and still report the results as though I'm controlling for both covariates, even though one of them is not significant?
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