ML KnowledgeStatistical

How do you interpret the coefficients of a linear regression, and why is it dangerous to extrapolate beyond the training data?

Also asked as "What assumptions are implicit when interpreting regression weights?"

Was asked at

Practice this question with AI

First session is free - no credit card required.

Go Premium

More interviews, more skills, more success.

Practice More Questions

Interview question asked to Data Scientists interviewing at Snowflake, Sprinklr, Lattice and other companies. Original question asked: How do you interpret the coefficients of a linear regression, and why is it dangerous to extrapolate beyond the training data?.