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Linear Regression Assumptions

Easy
Statistics & ProbabilityConfidence IntervalsRegressionStatistical Significance

Problem

Explain the assumptions of a linear regression model and how you would correct for violations of those assumptions.

Practicing as: Data Scientist interview at Analysis Group

Hi, I'll play your Analysis Group 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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