Trevor Hastie

Stanford Medicine (US)

Research Areas

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H-index

142

Publications

655

Citations

296958

i10-index

381

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
The Elements of Statistical Learning	2001	24361
The Elements of Statistical Learning	2009	23671
Regularization and Variable Selection Via the Elas...	2005	21136
The Elements of Statistical Learning: Data Mining,...	2013	19412
Regularization Paths for Generalized Linear Models...	2010	17279
Regularization Paths for Generalized Linear Models...	2010	14026
An Introduction to Statistical Learning	2013	11732
Gene expression patterns of breast carcinomas dist...	2001	10954
Least angle regression	2004	9511
Generalized Additive Models.	1991	8299

Publications

1.
The Elements of Statistical Learning
Year: 2001Citations: 24361DOI: 10.1007/978-0-387-21606-5
2.
The Elements of Statistical Learning
Year: 2009Citations: 23671DOI: 10.1007/978-0-387-84858-7
3.
Regularization and Variable Selection Via the Elastic Net
Year: 2005Citations: 21136DOI: 10.1111/j.1467-9868.2005.00503.x
4.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19412DOI: 10.1007/978-0-387-84858-7
5.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 17279DOI: 10.18637/jss.v033.i01
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent.
Year: 2010Citations: 14026
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11732DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10954DOI: 10.1073/pnas.191367098
9.
Least angle regression
Year: 2004Citations: 9511DOI: 10.1214/009053604000000067
10.
Generalized Additive Models.
Year: 1991Citations: 8299DOI: 10.2307/2532174

About Trevor Hastie

Trevor Hastie is a researcher with 655 publications and 296958 citations. They are affiliated with Stanford Medicine. Their research focuses on . With an h-index of 142, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Impact Metrics Over Time

Citations per publication by year