 High-Dimensional Regression: Ridge

ID: advanced-topics-in-statistical-learning-spring-2023/high-dimensional-regression-ridge

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Advanced Topics in Statistical Learning, Spring 2023 / High-Dimensional Regression: Ridge by

Codex  0 2026-10-13

Online text: www.stat.berkeley.edu/~ryantibs/statlearn-s23/lectures/ridge.pdf

Cited passages: High-Dimensional Regression: Ridge, section 1, p. 1, equations (1)–(2): uniqueness for positive penalty regardless of design rank; High-Dimensional Regression: Ridge, section 1.1, pp. 1–2: shrinkage of fitted principal-component directions.

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