Robert Tibshirani

Stanford University (US)

Research Areas

Computer scienceMathematicsStatisticsBiologyMedicineInternal medicineGeneticsChemistry

Discover Papers by Robert Tibshirani

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H-index

157

Publications

1045

Citations

371324

i10-index

482

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Regression Shrinkage and Selection Via the Lasso	1996	46999
An Introduction to the Bootstrap	1994	39839
The Elements of Statistical Learning	2001	24497
The Elements of Statistical Learning: Data Mining,...	2013	18986
The Elements of Statistical Learning	2009	18694
Regularization Paths for Generalized Linear Models...	2010	13701
Gene expression patterns of breast carcinomas dist...	2001	10697
Significance analysis of microarrays applied to th...	2001	10437
An Introduction to Statistical Learning	2013	10116
Distinct types of diffuse large B-cell lymphoma id...	2000	9795

Publications

1.
Regression Shrinkage and Selection Via the Lasso
Year: 1996Citations: 46999DOI: 10.1111/j.2517-6161.1996.tb02080.x
2.
An Introduction to the Bootstrap
Year: 1994Citations: 39839DOI: 10.1201/9780429246593
3.
The Elements of Statistical Learning
Year: 2001Citations: 24497DOI: 10.1007/978-0-387-21606-5
4.
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
Year: 2013Citations: 18986
5.
The Elements of Statistical Learning
Year: 2009Citations: 18694DOI: 10.1007/978-0-387-84858-7
6.
Regularization Paths for Generalized Linear Models via Coordinate Descent
Year: 2010Citations: 13701DOI: 10.18637/jss.v033.i01
7.
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
Year: 2001Citations: 10697DOI: 10.1073/pnas.191367098
8.
Significance analysis of microarrays applied to the ionizing radiation response
Year: 2001Citations: 10437DOI: 10.1073/pnas.091062498
9.
An Introduction to Statistical Learning
Year: 2013Citations: 10116DOI: 10.1007/978-1-4614-7138-7
10.
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
Year: 2000Citations: 9795DOI: 10.1038/35000501

About Robert Tibshirani

Robert Tibshirani is a researcher with 1045 publications and 371324 citations. They are affiliated with Stanford University. Their research focuses on Computer science, Mathematics, Statistics and other areas. With an h-index of 157, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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