Concepedia

Trevor Hastie

TH

Statistics

Publications

266

Citations

191.4K

H-Index

118

Active since

1982

Affiliations

Stanford University(Current)

Stanford Medicine

AT&T (United States)

Trevor Hastie is an author at Stanford University specializing in computing, machine learning, and biostatistics.

ORCID

Publications per year

1982–2024

266

Publications

266

Regularization and Variable Selection Via the Elastic Net

Hui Zou, Trevor Hastie · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2005 · 21K citations · Full text

, , +15

Regularization Paths for Generalized Linear Models via Coordinate Descent

Jerome H. Friedman, Trevor Hastie, Robert Tibshirani · Journal of Statistical Software · 2010 · 17.1K citations · Full text

, , +17

Regularization Paths for Generalized Linear Models via Coordinate Descent.

Jerome H. Friedman, Trevor Hastie, Rob Tibshirani · PubMed · 2010 · 14K citations · Full text

, , +17

Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications

Thérese Sørlie, Charles M. Perou, Robert Tibshirani et al. · Proceedings of the National Academy of Sciences · 2001 · 10.9K citations · Full text

, , +16

Least angle regression

Bradley Efron, Trevor Hastie, Iain M. Johnstone et al. · The Annals of Statistics · 2004 · 9.5K citations · Full text

, , +13

1–5 of 266