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Gareth James
Gareth James
Incoming Dean of Goizueta Business School, Emory
Verified email at emory.edu
Title
Cited by
Cited by
Year
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer 112, 18, 2013
155352013
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
10472003
Clustering for sparsely sampled functional data
GM James, CA Sugar
Journal of the American Statistical Association 98 (462), 397-408, 2003
5532003
Principal component models for sparse functional data
GM James, TJ Hastie, CA Sugar
Biometrika 87 (3), 587-602, 2000
5432000
Generalized linear models with functional predictors
GM James
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2002
4602002
Functional linear discriminant analysis for irregularly sampled curves
GM James, TJ Hastie
Journal of the Royal Statistical Society: Series B (Statistical Methodology …, 2001
3832001
Functional linear regression that’s interpretable
GM James, J Wang, J Zhu
The Annals of Statistics 37 (5A), 2083-2108, 2009
2702009
Variance and bias for general loss functions
GM James
Machine learning 51 (2), 115-135, 2003
2162003
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
2082009
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
1552009
Majority vote classifiers: theory and applications
GM James
Stanford University, 1998
1391998
Curve alignment by moments
GM James
The Annals of Applied Statistics 1 (2), 480-501, 2007
1362007
Functional adaptive model estimation
GM James, BW Silverman
Journal of the American Statistical Association 100 (470), 565-576, 2005
1352005
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
1302010
Functional additive regression
Y Fan, GM James, P Radchenko
The Annals of Statistics 43 (5), 2296-2325, 2015
1252015
Bayesian sparse hidden components analysis for transcription regulation networks
C Sabatti, GM James
Bioinformatics 22 (6), 739-746, 2006
1232006
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
1162013
Hidden Markov models for longitudinal comparisons
SL Scott, GM James, CA Sugar
Journal of the American Statistical Association 100 (470), 359-369, 2005
1112005
Penalized and constrained optimization: an application to high-dimensional website advertising
GM James, C Paulson, P Rusmevichientong
Journal of the American Statistical Association 115 (529), 107-122, 2020
110*2020
A generalized Dantzig selector with shrinkage tuning
GM James, P Radchenko
Biometrika 96 (2), 323-337, 2009
912009
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