Review Note

Last Update: 04/30/2024 09:10 AM

Current Deck: Data Science Interviews::stats

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Front
What are the assumptions behind linear regression?
Back
1. Relationship is actually linear (y is linear combo of x's)
2. No error in x values
3. Errors are independent and
4. have constant variance

(5. Non-collinear samples
is required for least-squares methods, but not others)
Credit

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medium-level

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