Trevor Hastie

Stanford Medicine (US)

Research Areas

Discover Papers by Trevor Hastie

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H-index

143

Publications

638

Citations

287508

i10-index

379

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
The Elements of Statistical Learning	2009	24868
The Elements of Statistical Learning	2001	24124
Regularization and Variable Selection Via the Elas...	2005	21203
Regularization Paths for Generalized Linear Models...	2010	19897
The Elements of Statistical Learning: Data Mining,...	2013	19081
An Introduction to Statistical Learning	2013	11914
Gene expression patterns of breast carcinomas dist...	2001	10982
Least angle regression	2004	9510
Generalized Additive Models.	1991	8218
Additive logistic regression: a statistical view o...	2000	6950

Publications

1.
The Elements of Statistical Learning
Year: 2009Citations: 24868DOI: 10.1007/978-0-387-84858-7
2.
The Elements of Statistical Learning
Year: 2001Citations: 24124DOI: 10.1007/978-0-387-21606-5
3.
Regularization and Variable Selection Via the Elastic Net
Year: 2005Citations: 21203DOI: 10.1111/j.1467-9868.2005.00503.x
4.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 19897DOI: 10.18637/jss.v033.i01
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19081DOI: 10.1007/978-0-387-84858-7
6.
An Introduction to Statistical Learning
Year: 2013Citations: 11914DOI: 10.1007/978-1-4614-7138-7
7.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10982DOI: 10.1073/pnas.191367098
8.
Least angle regression
Year: 2004Citations: 9510DOI: 10.1214/009053604000000067
9.
Generalized Additive Models.
Year: 1991Citations: 8218DOI: 10.2307/2532174
10.
Additive logistic regression: a statistical view of boosting (With discussion and a rejoinder by the authors)
Year: 2000Citations: 6950DOI: 10.1214/aos/1016218223

About Trevor Hastie

Trevor Hastie is a researcher with 638 publications and 287508 citations. They are affiliated with Stanford Medicine. Their research focuses on . With an h-index of 143, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Citations per publication by year