Robert Tibshirani

Institute of Mathematical Statistics (US)

Research Areas

Discover Papers by Robert Tibshirani

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H-index

159

Publications

1030

Citations

380669

i10-index

480

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	50323
An Introduction to the Bootstrap	1994	39257
The Elements of Statistical Learning	2001	24169
The Elements of Statistical Learning	2009	21993
The Elements of Statistical Learning: Data Mining,...	2013	19345
Regularization Paths for Generalized Linear Models...	2010	16310
An Introduction to Statistical Learning	2013	11309
Gene expression patterns of breast carcinomas dist...	2001	10832
Significance analysis of microarrays applied to th...	2001	10619
Distinct types of diffuse large B-cell lymphoma id...	2000	9876

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 50323DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39257DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24169DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning
Year: 2009Citations: 21993DOI: 10.1007/978-0-387-84858-7
5.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 19345DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 16310DOI: 10.18637/jss.v033.i01
7.
An Introduction to Statistical Learning
Year: 2013Citations: 11309DOI: 10.1007/978-1-4614-7138-7
8.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10832DOI: 10.1073/pnas.191367098
9.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10619DOI: 10.1073/pnas.091062498
10.
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
Year: 2000Citations: 9876DOI: 10.1038/35000501

About Robert Tibshirani

Robert Tibshirani is a researcher with 1030 publications and 380669 citations. They are affiliated with Institute of Mathematical Statistics. Their research focuses on . With an h-index of 159, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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