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What should be done before imputing a missing value?

A Establish why it is missing, since missingness is often informative
B Replace it with zero immediately
C Delete the entire row
D Ignore it

Answer

Establish why it is missing, since missingness is often informative

A blank cancellation date means the order was not cancelled. Imputing it would create a fact that is simply false.

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