Trevor Hastie

Stanford Medicine (US)

Research Areas

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H-index

142

Publications

662

Citations

298259

i10-index

382

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
The Elements of Statistical Learning	2001	24374
The Elements of Statistical Learning	2009	23901
Regularization and Variable Selection Via the Elas...	2005	21266
The Elements of Statistical Learning: Data Mining,...	2013	19412
Regularization Paths for Generalized Linear Models...	2010	17401
Regularization Paths for Generalized Linear Models...	2010	14027
An Introduction to Statistical Learning	2013	11791
Gene expression patterns of breast carcinomas dist...	2001	10962
Least angle regression	2004	9523
Generalized Additive Models.	1991	8299

Publications

1.
The Elements of Statistical Learning
Year: 2001Citations: 24374DOI: 10.1007/978-0-387-21606-5
2.
The Elements of Statistical Learning
Year: 2009Citations: 23901DOI: 10.1007/978-0-387-84858-7
3.
Regularization and Variable Selection Via the Elastic Net
Year: 2005Citations: 21266DOI: 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: 17401DOI: 10.18637/jss.v033.i01
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent.
Year: 2010Citations: 14027
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11791DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10962DOI: 10.1073/pnas.191367098
9.
Least angle regression
Year: 2004Citations: 9523DOI: 10.1214/009053604000000067
10.
Generalized Additive Models.
Year: 1991Citations: 8299DOI: 10.2307/2532174

About Trevor Hastie

Trevor Hastie is a researcher with 662 publications and 298259 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