Trevor Hastie

Stanford University (US)

Research Areas

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H-index

138

Publications

657

Citations

284332

i10-index

373

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
The Elements of Statistical Learning	2001	24088
The Elements of Statistical Learning	2009	21175
Regularization and Variable Selection Via the Elas...	2005	19712
The Elements of Statistical Learning: Data Mining,...	2013	19343
Regularization Paths for Generalized Linear Models...	2010	15877
Regularization Paths for Generalized Linear Models...	2010	13975
An Introduction to Statistical Learning	2013	11063
Gene expression patterns of breast carcinomas dist...	2001	10782
Least angle regression	2004	9329
Generalized Additive Models.	1991	8285

Publications

1.
The Elements of Statistical Learning
Year: 2001Citations: 24088DOI: 10.1007/978-0-387-21606-5
2.
The Elements of Statistical Learning
Year: 2009Citations: 21175DOI: 10.1007/978-0-387-84858-7
3.
Regularization and Variable Selection Via the Elastic Net
Year: 2005Citations: 19712DOI: 10.1111/j.1467-9868.2005.00503.x
4.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19343DOI: 10.1007/978-0-387-84858-7
5.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 15877DOI: 10.18637/jss.v033.i01
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent.
Year: 2010Citations: 13975
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11063DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10782DOI: 10.1073/pnas.191367098
9.
Least angle regression
Year: 2004Citations: 9329DOI: 10.1214/009053604000000067
10.
Generalized Additive Models.
Year: 1991Citations: 8285DOI: 10.2307/2532174

About Trevor Hastie

Trevor Hastie is a researcher with 657 publications and 284332 citations. They are affiliated with Stanford University. Their research focuses on . With an h-index of 138, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

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