Trevor Hastie

Stanford University (US)

Research Areas

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H-index

140

Publications

652

Citations

288213

i10-index

375

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
The Elements of Statistical Learning	2001	24169
The Elements of Statistical Learning	2009	21993
Regularization and Variable Selection Via the Elas...	2005	20137
The Elements of Statistical Learning: Data Mining,...	2013	19345
Regularization Paths for Generalized Linear Models...	2010	16310
Regularization Paths for Generalized Linear Models...	2010	13978
An Introduction to Statistical Learning	2013	11309
Gene expression patterns of breast carcinomas dist...	2001	10832
Least angle regression	2004	9375
Generalized Additive Models.	1991	8286

Publications

1.
The Elements of Statistical Learning
Year: 2001Citations: 24169DOI: 10.1007/978-0-387-21606-5
2.
The Elements of Statistical Learning
Year: 2009Citations: 21993DOI: 10.1007/978-0-387-84858-7
3.
Regularization and Variable Selection Via the Elastic Net
Year: 2005Citations: 20137DOI: 10.1111/j.1467-9868.2005.00503.x
4.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19345DOI: 10.1007/978-0-387-84858-7
5.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 16310DOI: 10.18637/jss.v033.i01
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent.
Year: 2010Citations: 13978
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11309DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10832DOI: 10.1073/pnas.191367098
9.
Least angle regression
Year: 2004Citations: 9375DOI: 10.1214/009053604000000067
10.
Generalized Additive Models.
Year: 1991Citations: 8286DOI: 10.2307/2532174

About Trevor Hastie

Trevor Hastie is a researcher with 652 publications and 288213 citations. They are affiliated with Stanford University. Their research focuses on . With an h-index of 140, 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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