Gareth James
29 catalog papers. Identity-linked publications and additional name matches are distinguished below.
ORCID: 0000-0002-3031-5906
Goizueta Business School, Emory University, Atlanta, GA
Publications
- Ranking and selection in large-scale inference of heteroscedastic units — The Annals of Applied Statistics 2026
- Asymmetric Error Control Under Imperfect Supervision: A Label-Noise-Adjusted Neyman–Pearson Umbrella Algorithm — Journal of the American Statistical Association 2023
- Irrational Exuberance: Correcting Bias in Probability Estimates — Journal of the American Statistical Association 2022
- Heteroscedasticity-Adjusted Ranking and Thresholding for Large-Scale Multiple Testing — Journal of the American Statistical Association 2022
- Leapfrogging, Cannibalization, and Survival During Disruptive Technological Change: The Critical Role of Rate of Disengagement — Journal of Marketing 2022
- Doubly functional graphical models in high dimensions — Biometrika 2020
- Penalized and Constrained Optimization: An Application to High-Dimensional Website Advertising — Journal of the American Statistical Association 2020
- Functional Graphical Models — Journal of the American Statistical Association 2019
- Efficient Large-Scale Internet Media Selection Optimization for Online Display Advertising — Journal of Marketing Research 2018
- Index Models for Sparsely Sampled Functional Data — Journal of the American Statistical Association 2015
- Functional additive regression — The Annals of Statistics 2015
- Functional response additive model estimation with online virtual stock markets — The Annals of Applied Statistics 2014
- Predicting the Path of Technological Innovation: SAW vs. Moore, Bass, Gompertz, and Kryder — Marketing Science 2012
- Improved variable selection with Forward-Lasso adaptive shrinkage — The Annals of Applied Statistics 2011
- A multivariate adaptive stochastic search method for dimensionality reduction in classification — The Annals of Applied Statistics 2010 (name-matched, not ORCID-linked)
- Variable Selection Using Adaptive Nonlinear Interaction Structures in High Dimensions — Journal of the American Statistical Association 2010
- Sparse regulatory networks — The Annals of Applied Statistics 2010
- DASSO: connections between the Dantzig selector and lasso — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009
- A generalized Dantzig selector with shrinkage tuning — Biometrika 2009
- Functional Regression: A New Model for Predicting Market Penetration of New Products — Marketing Science 2009
- Variable Inclusion and Shrinkage Algorithms — Journal of the American Statistical Association 2008
- Curve alignment by moments — The Annals of Applied Statistics 2007 (name-matched, not ORCID-linked)
- Hidden Markov Models for Longitudinal Comparisons — Journal of the American Statistical Association 2005
- Functional Adaptive Model Estimation — Journal of the American Statistical Association 2005
- Finding the Number of Clusters in a Dataset — Journal of the American Statistical Association 2003
- Clustering for Sparsely Sampled Functional Data — Journal of the American Statistical Association 2003
- Generalized linear models with functional predictors — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2002
- Functional linear discriminant analysis for irregularly sampled curves — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2001
- A Burden Shared is a Burden Halved: A Fairness-Adjusted Approach to Classification — Journal of the American Statistical Association