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R Data Analysis Cookbook - Second Edition by Kuntal Ganguly

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Replacing missing values with the mean

When you disregard cases with any missing variables, you lose useful information that the non-missing values in that case convey. You may sometimes want to impute reasonable values (those that will not skew the results of analysis very much) for the missing values.

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