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Gareth James
Gareth James
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
24095*2013
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
11782003
Clustering for sparsely sampled functional data
GM James, CA Sugar
Journal of the American Statistical Association 98 (462), 397-408, 2003
6312003
Principal component models for sparse functional data
GM James, TJ Hastie, CA Sugar
Biometrika 87 (3), 587-602, 2000
6072000
Generalized linear models with functional predictors
GM James
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002
5192002
Functional linear discriminant analysis for irregularly sampled curves
GM James, TJ Hastie
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2001
4292001
Functional linear regression that’s interpretable
GM James, J Wang, J Zhu
3302009
Variance and bias for general loss functions
GM James
Machine learning 51, 115-135, 2003
2482003
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
2222009
Functional additive regression
Y Fan, GM James, P Radchenko
1692015
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
1692009
Majority vote classifiers: theory and applications
GM James
Stanford University, 1998
1591998
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
1582010
An introduction to statistical learning: With applications in python
G James, D Witten, T Hastie, R Tibshirani, J Taylor
Springer Nature, 2023
149*2023
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, 1-9, 2013
1472013
Functional adaptive model estimation
GM James, BW Silverman
Journal of the American Statistical Association 100 (470), 565-576, 2005
1422005
Curve alignment by moments
GM James
1402007
Penalized and constrained optimization: an application to high-dimensional website advertising
GM James, C Paulson, P Rusmevichientong
Journal of the American Statistical Association, 2019
137*2019
Bayesian sparse hidden components analysis for transcription regulation networks
C Sabatti, GM James
Bioinformatics 22 (6), 739-746, 2006
1322006
Hidden Markov models for longitudinal comparisons
SL Scott, GM James, CA Sugar
Journal of the American Statistical Association 100 (470), 359-369, 2005
1192005
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Articles 1–20