Analyze duplicating data in linear regression
Company: Gts
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Take-home Project
Quick Answer: This question evaluates understanding of linear regression theory and statistical inference, specifically how duplicating observations affects OLS coefficient estimates, estimated standard errors, t-statistics, R^2, and adjusted R^2.