Trevor Hastie

6 books

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science by Bradley Efron, Trevor Hastie

Computer Age Statistical Inference: Algorithms, Evidence, and Data Science

Institute of Mathematical Statistics Monographs

Bradley Efron, Trevor Hastie

495 pages • first pub 2016 (editions)

nonfiction mathematics technology challenging informative medium-paced
The Elements of Statistical Learning: Data Mining, Inference, and Prediction by Robert Tibshirani, Trevor Hastie, Jerome Friedman

The Elements of Statistical Learning: Data Mining, Inference, and Prediction

Robert Tibshirani, Trevor Hastie, Jerome Friedman

552 pages • first pub 2001 (editions)

nonfiction computer science mathematics science informative slow-paced
An Introduction to Statistical Learning: with Applications in Python by Daniela Witten, Jonathan Taylor, Robert Tibshirani, Trevor Hastie, Gareth James

An Introduction to Statistical Learning: with Applications in Python

Daniela Witten, Jonathan Taylor, Robert Tibshirani, Trevor Hastie, Gareth James

607 pages • first pub 2023 (editions)

nonfiction computer science mathematics informative medium-paced
Statistical Learning with Sparsity: The Lasso and Generalizations by Martin Wainwright, Robert Tibshirani, Trevor Hastie

Statistical Learning with Sparsity: The Lasso and Generalizations

Chapman & Hall/CRC Monographs on Statistics and Applied Prob

Martin Wainwright, Robert Tibshirani, Trevor Hastie

367 pages • missing pub info (editions)

nonfiction business computer science economics mathematics informative medium-paced
An Introduction to Statistical Learning: With Applications in R by Daniela Witten, Robert Tibshirani, Trevor Hastie, Gareth James

An Introduction to Statistical Learning: With Applications in R

Daniela Witten, Robert Tibshirani, Trevor Hastie, Gareth James

607 pages • first pub 2013 (editions)

nonfiction computer science mathematics informative medium-paced
Statistical Models in S by John M. Chambers, Trevor Hastie

Statistical Models in S

John M. Chambers, Trevor Hastie

missing page info • first pub 1991 (editions)

medium-paced