When to use Mean and Median while doing missing value treatment?
Question
Dipti Singh
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Answer ( 1 )
If the variance is high then the data is highly dispersed across the mean, hence in such cases median can be used for imputation. If the variance is low, and normally distributed with no skewness, mean can be used for imputation.