Robert Tibshirani

Stanford Medicine (US)

Research Areas

Discover Papers by Robert Tibshirani

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H-index

160

Publications

1032

Citations

384157

i10-index

481

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	50938
An Introduction to the Bootstrap	1994	39528
The Elements of Statistical Learning	2001	24284
The Elements of Statistical Learning	2009	22502
The Elements of Statistical Learning: Data Mining,...	2013	19402
Regularization Paths for Generalized Linear Models...	2010	16697
An Introduction to Statistical Learning	2013	11462
Gene expression patterns of breast carcinomas dist...	2001	10891
Significance analysis of microarrays applied to th...	2001	10659
Statistical significance for genomewide studies	2003	10019

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 50938DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39528DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24284DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning
Year: 2009Citations: 22502DOI: 10.1007/978-0-387-84858-7
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19402DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 16697DOI: 10.18637/jss.v033.i01
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11462DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10891DOI: 10.1073/pnas.191367098
9.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10659DOI: 10.1073/pnas.091062498
10.
Statistical significance for genomewide studies
Year: 2003Citations: 10019DOI: 10.1073/pnas.1530509100

About Robert Tibshirani

Robert Tibshirani is a researcher with 1032 publications and 384157 citations. They are affiliated with Stanford Medicine. Their research focuses on . With an h-index of 160, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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