Problems with Regressions Involving Categorical Variables
When doing regressions of an outcome variable on covariates that involve categorical variables, there are some issues that one needs to be mindful of with such analysis. Some common problems associated with regressions involving categorical variables are: Dummy Variable Trap Usually, when using categorical variables in a regression model, we tend to use dummy variables …
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