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Linear Regression Assumptions

EasyStatistics & Probability00:00
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Problem

Scenario

You are reviewing a linear regression model used to explain portfolio returns from a few market factors. The fit looks decent, but you want to check what has to be true for the coefficients and p-values to be trustworthy.

Question

Walk me through the assumptions behind a linear regression model.