Robert Tibshirani
Robert Tibshirani
Professor of Biomedical Data Sciences, and of Statistics, Stanford University
Verified email at - Homepage
TitleCited byYear
elements of statistical learning
The elements of statistical learning: data mining, inference and prediction
T Hastie, R Tibshirani, J Friedman, J Franklin
The Mathematical Intelligencer 27 (2), 83-85, 2005
An introduction to the bootstrap
B Efron, RJ Tibshirani
CRC press, 1994
Regression shrinkage and selection via the lasso
R Tibshirani
Journal of the Royal Statistical Society. Series B (Methodological), 267-288, 1996
Generalized Additive Models
TJ Hastie, RJ Tibshirani
CRC Press, 1990
Significance analysis of microarrays applied to the ionizing radiation response
VG Tusher, R Tibshirani, G Chu
Proceedings of the National Academy of Sciences 98 (9), 5116-5121, 2001
Gene expression patterns of breast carcinomas distinguish tumor subclasses with clinical implications
T Sørlie, CM Perou, R Tibshirani, T Aas, S Geisler, H Johnsen, T Hastie, ...
Proceedings of the National Academy of Sciences 98 (19), 10869-10874, 2001
Distinct types of diffuse large B-cell lymphoma identified by gene expression profiling
AA Alizadeh, MB Eisen, RE Davis, C Ma, IS Lossos, A Rosenwald, ...
Nature 403 (6769), 503, 2000
Least angle regression
B Efron, T Hastie, I Johnstone, R Tibshirani
The Annals of statistics 32 (2), 407-499, 2004
Statistical significance for genomewide studies
JD Storey, R Tibshirani
Proceedings of the National Academy of Sciences 100 (16), 9440-9445, 2003
Regularization paths for generalized linear models via coordinate descent
J Friedman, T Hastie, R Tibshirani
Journal of statistical software 33 (1), 1, 2010
Additive logistic regression: a statistical view of boosting (with discussion and a rejoinder by the authors)
J Friedman, T Hastie, R Tibshirani
The annals of statistics 28 (2), 337-407, 2000
Bootstrap methods for standard errors, confidence intervals, and other measures of statistical accuracy
B Efron, R Tibshirani
Statistical science, 54-75, 1986
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer 112, 18, 2013
an introduction to statistical learning
Repeated observation of breast tumor subtypes in independent gene expression data sets.
T Sorlie, R Tibshirani, J Parker, T Hastie, JS Marron, A Nobel, S Deng, ...
Proceedings of the National Academy of Sciences of the United States of …, 2003
Estimating the number of clusters in a data set via the gap statistic
R Tibshirani, G Walther, T Hastie
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2001
Sparse inverse covariance estimation with the graphical lasso
J Friedman, T Hastie, R Tibshirani
Biostatistics 9 (3), 432-441, 2008
Missing value estimation methods for DNA microarrays
O Troyanskaya, M Cantor, G Sherlock, P Brown, T Hastie, R Tibshirani, ...
Bioinformatics 17 (6), 520-525, 2001
Diagnosis of multiple cancer types by shrunken centroids of gene expression
R Tibshirani, T Hastie, B Narasimhan, G Chu
Proceedings of the National Academy of Sciences 99 (10), 6567-6572, 2002
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