Gareth James
Gareth James
Professor of Data Sciences and Operations, USC
Verified email at usc.edu
Title
Cited by
Cited by
Year
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer 112, 18, 2013
109012013
Finding the number of clusters in a dataset: An information-theoretic approach
CA Sugar, GM James
Journal of the American Statistical Association 98 (463), 750-763, 2003
9792003
Principal component models for sparse functional data
GM James, TJ Hastie, CA Sugar
Biometrika 87 (3), 587-602, 2000
5072000
Clustering for sparsely sampled functional data
GM James, CA Sugar
Journal of the American Statistical Association 98 (462), 397-408, 2003
5042003
Generalized linear models with functional predictors
GM James
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2002
4182002
Functional linear discriminant analysis for irregularly sampled curves
GM James, TJ Hastie
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2001
3512001
Functional linear regression that’s interpretable
GM James, J Wang, J Zhu
The Annals of Statistics 37 (5A), 2083-2108, 2009
2352009
Variance and bias for general loss functions
GM James
Machine learning 51 (2), 115-135, 2003
1992003
DASSO: connections between the Dantzig selector and lasso
GM James, P Radchenko, J Lv
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2009
1962009
Functional regression: A new model for predicting market penetration of new products
A Sood, GM James, GJ Tellis
Marketing Science 28 (1), 36-51, 2009
1462009
Curve alignment by moments
GM James
Annals of Applied Statistics 1 (2), 480-501, 2007
1292007
Functional adaptive model estimation
GM James, BW Silverman
Journal of the American Statistical Association 100 (470), 565-576, 2005
1252005
Majority vote classifiers: theory and applications
G James
Stanford University, 1998
1221998
Bayesian sparse hidden components analysis for transcription regulation networks
C Sabatti, GM James
Bioinformatics 22 (6), 739-746, 2006
1192006
Variable selection using adaptive nonlinear interaction structures in high dimensions
P Radchenko, GM James
Journal of the American Statistical Association 105 (492), 1541-1553, 2010
1122010
Hidden Markov models for longitudinal comparisons
SL Scott, GM James, CA Sugar
Journal of the American Statistical Association 100 (470), 359-369, 2005
1042005
Functional additive regression
Y Fan, GM James, P Radchenko
Annals of Statistics 43 (5), 2296-2325, 2015
972015
Penalized and constrained optimization: An application to high-dimensional website advertising
GM James, C Paulson, P Rusmevichientong
Journal of the American Statistical Association, 2019
88*2019
A generalized Dantzig selector with shrinkage tuning
GM James, P Radchenko
Biometrika 96 (2), 323-337, 2009
882009
Improving lactose digestion and symptoms of lactose intolerance with a novel galacto-oligosaccharide (RP-G28): a randomized, double-blind clinical trial
DA Savaiano, AJ Ritter, TR Klaenhammer, GM James, AT Longcore, ...
Nutrition journal 12 (1), 1-9, 2013
872013
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