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Completeness and Missing Values
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GMAT
DI.021 Completeness and Missing Values
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An analyst uses only rows with complete age, income, and purchase amount to build a customer profile. Younger customers are much more likely to have missing income. Which concern is strongest?
A
Complete-case analysis always removes bias.
B
The complete-case profile may underrepresent younger customers.
C
Missing income should be replaced with the oldest customer's income.
D
Rows with missing income prove the customers made no purchases.
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