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Detecting Selection Bias

Hard
Statistics & ProbabilitySamplingBiasmodeling
Asked 2mo ago|
Oliver Wyman
Oliver Wyman
Asked 1 times

Problem

How do you detect and handle selection bias and sampling bias in a historical dataset before training a predictive model?

Practicing as: Data Scientist interview at Oliver Wyman

Hi, I'll play your Oliver Wyman interviewer for the Data Scientist role. Candidates describe these interviews as mostly positive and moderately difficult, so expect me to be friendly and conversational. Take your time with the question above and answer like we're in the room.

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