Handle p≈n linear regression with L1
Company: Google
Role: Data Scientist
Category: Machine Learning
Difficulty: medium
Interview Round: Technical Screen
Overview: This question evaluates competence in high-dimensional linear regression, penalized estimation (L1/L2/elastic net), preprocessing and feature handling, cross-validation-based model selection, behavior with correlated predictors, and implications for post-selection inference.
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