Robert Tibshirani

Stanford Medicine (US)

Research Areas

Discover Papers by Robert Tibshirani

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H-index

160

Publications

1033

Citations

386158

i10-index

484

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	51179
An Introduction to the Bootstrap	1994	39580
The Elements of Statistical Learning	2001	24305
The Elements of Statistical Learning	2009	22717
The Elements of Statistical Learning: Data Mining,...	2013	19404
Regularization Paths for Generalized Linear Models...	2010	16827
An Introduction to Statistical Learning	2013	11526
Gene expression patterns of breast carcinomas dist...	2001	10905
Significance analysis of microarrays applied to th...	2001	10664
Statistical significance for genomewide studies	2003	10038

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 51179DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39580DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24305DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning
Year: 2009Citations: 22717DOI: 10.1007/978-0-387-84858-7
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19404DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 16827DOI: 10.18637/jss.v033.i01
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11526DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10905DOI: 10.1073/pnas.191367098
9.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10664DOI: 10.1073/pnas.091062498
10.
Statistical significance for genomewide studies
Year: 2003Citations: 10038DOI: 10.1073/pnas.1530509100

About Robert Tibshirani

Robert Tibshirani is a researcher with 1033 publications and 386158 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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