Robert Tibshirani

Stanford University (US)

Research Areas

Discover Papers by Robert Tibshirani

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H-index

158

Publications

1030

Citations

376614

i10-index

477

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	49419
An Introduction to the Bootstrap	1994	39054
The Elements of Statistical Learning	2001	24088
The Elements of Statistical Learning	2009	21175
The Elements of Statistical Learning: Data Mining,...	2013	19343
Regularization Paths for Generalized Linear Models...	2010	15877
An Introduction to Statistical Learning	2013	11063
Gene expression patterns of breast carcinomas dist...	2001	10782
Significance analysis of microarrays applied to th...	2001	10601
Distinct types of diffuse large B-cell lymphoma id...	2000	9829

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 49419DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39054DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24088DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning
Year: 2009Citations: 21175DOI: 10.1007/978-0-387-84858-7
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19343DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 15877DOI: 10.18637/jss.v033.i01
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.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10601DOI: 10.1073/pnas.091062498
10.
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
Year: 2000Citations: 9829DOI: 10.1038/35000501

About Robert Tibshirani

Robert Tibshirani is a researcher with 1030 publications and 376614 citations. They are affiliated with Stanford University. Their research focuses on . With an h-index of 158, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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