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Gareth James
Gareth James
Dean of Goizueta Business School, Emory
E-mail confirmado em emory.edu
Título
Citado por
Citado por
Ano
An introduction to statistical learning
G James, D Witten, T Hastie, R Tibshirani
springer 112, 18, 2013
26932*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
12082003
Clustering for sparsely sampled functional data
GM James, CA Sugar
Journal of the American Statistical Association 98 (462), 397-408, 2003
6592003
Principal component models for sparse functional data
GM James, TJ Hastie, CA Sugar
Biometrika 87 (3), 587-602, 2000
6262000
Generalized linear models with functional predictors
GM James
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2002
5422002
Functional linear discriminant analysis for irregularly sampled curves
GM James, TJ Hastie
Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2001
4322001
Functional linear regression that’s interpretable
GM James, J Wang, J Zhu
3532009
An introduction to statistical learning: With applications in python
G James, D Witten, T Hastie, R Tibshirani, J Taylor
Springer Nature, 2023
2962023
Variance and bias for general loss functions
GM James
Machine learning 51, 115-135, 2003
2512003
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
1792015
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
1712009
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
1652010
Majority vote classifiers: theory and applications
GM James
Stanford University, 1998
1621998
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
1542013
Functional adaptive model estimation
GM James, BW Silverman
Journal of the American Statistical Association 100 (470), 565-576, 2005
1442005
Curve alignment by moments
GM James
1432007
Penalized and constrained optimization: an application to high-dimensional website advertising
GM James, C Paulson, P Rusmevichientong
Journal of the American Statistical Association, 2020
140*2020
Bayesian sparse hidden components analysis for transcription regulation networks
C Sabatti, GM James
Bioinformatics 22 (6), 739-746, 2006
1322006
Functional graphical models
X Qiao, S Guo, GM James
Journal of the American Statistical Association 114 (525), 211-222, 2019
1242019
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Artigos 1–20