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R Data Analysis Cookbook - Second Edition by Kuntal Ganguly

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You cannot impute the mean when a categorical variable has missing values, so you need a different approach. Even for numeric variables, we might sometimes not want to impute the mean for missing values. We discuss an often-used approach here.

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