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- Virginia Goss Tusher, Robert Tibshirani, Gilbert Chu
- Proceedings of the National Academy of Sciences…
- 2001

Microarrays can measure the expression of thousands of genes to identify changes in expression between different biological states. Methods are needed to determine the significance of these changes… (More)

- Trevor J. Hastie, Robert Tibshirani, Jerome H. Friedman
- Springer series in statistics
- 2005

by E.T. Jaynes CAMBRIDGE, CAMBRIDGE UNIVERSITY PRESS, 2003 727pp. $65.00 HARDBACK ISBN 0-521-59271-2 The Fundamentals of Risk Measurement by Chris Marrison BOSTON, McGRAW-HILL, 2002 415pp. $44.95… (More)

The purpose of model selection algorithms such as All Subsets, Forward Selection and Backward Elimination is to choose a linear model on the basis of the same set of data to which the model will be… (More)

- John D. Storey, Robert Tibshirani
- Proceedings of the National Academy of Sciences…
- 2003

With the increase in genomewide experiments and the sequencing of multiple genomes, the analysis of large data sets has become commonplace in biology. It is often the case that thousands of features… (More)

- Ash A. Alizadeh, Michael B. Eisen, +28 authors Louis M. Staudt
- Nature
- 2000

Diffuse large B-cell lymphoma (DLBCL), the most common subtype of non-Hodgkin's lymphoma, is clinically heterogeneous: 40% of patients respond well to current therapy and have prolonged survival,… (More)

- Jerome H. Friedman, Trevor J. Hastie, Robert Tibshirani
- Biostatistics
- 2008

We consider the problem of estimating sparse graphs by a lasso penalty applied to the inverse covariance matrix. Using a coordinate descent procedure for the lasso, we develop a simple algorithm--the… (More)