Trevor Hastie

6 books

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

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

Institute of Mathematical Statistics Monographs

Trevor Hastie, Bradley Efron

495 pages • first pub 2016 (editions)

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

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

Jerome Friedman, Robert Tibshirani, Trevor Hastie

552 pages • first pub 2001 (editions)

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

An Introduction to Statistical Learning: with Applications in Python

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

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 Robert Tibshirani, Gareth James, Daniela Witten, Trevor Hastie

An Introduction to Statistical Learning: With Applications in R

Robert Tibshirani, Gareth James, Daniela Witten, Trevor Hastie

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
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