Robert Tibshirani

Stanford University (US)

Research Areas

Discover Papers by Robert Tibshirani

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H-index

161

Publications

1034

Citations

388143

i10-index

485

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	51572
An Introduction to the Bootstrap	1994	39682
The Elements of Statistical Learning	2001	24334
The Elements of Statistical Learning	2009	23163
The Elements of Statistical Learning: Data Mining,...	2013	19405
Regularization Paths for Generalized Linear Models...	2010	17005
An Introduction to Statistical Learning	2013	11617
Gene expression patterns of breast carcinomas dist...	2001	10923
Significance analysis of microarrays applied to th...	2001	10670
Statistical significance for genomewide studies	2003	10055

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 51572DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39682DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24334DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning
Year: 2009Citations: 23163DOI: 10.1007/978-0-387-84858-7
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19405DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 17005DOI: 10.18637/jss.v033.i01
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11617DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10923DOI: 10.1073/pnas.191367098
9.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10670DOI: 10.1073/pnas.091062498
10.
Statistical significance for genomewide studies
Year: 2003Citations: 10055DOI: 10.1073/pnas.1530509100

About Robert Tibshirani

Robert Tibshirani is a researcher with 1034 publications and 388143 citations. They are affiliated with Stanford University. Their research focuses on . With an h-index of 161, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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