Edward I. George
Universal Furniture Professor
Professor of Statistics
Department of Statistics
The Wharton School
University of Pennsylvania
Philadelphia, PA 19104-6302
Tel: (215) 898 8229
Fax: (215) 898 1280
Teaching
Fall 2008 - Stat 603, 621 Statistics for Managers
Recent Research (in pdf format)
Admissible Predictive Density Estimation
(
with Larry Brown and Xinyi Xu
)
Bayesian Ensemble Learning
(
with Hugh Chipman and Robert McCulloch
)
Predictive Density Estimation for Multiple Regression
(
with Xinyi Xu
)
Empirical Bayes vs. Fully Bayes Variable Selection
(
with Wen Cui
)
Bayesian Stochastic Search for VAR Model Restrictions
(
with Dongchu Sun and Shawn Ni
)
BART: Bayesian Additive Regression Trees
(
with Hugh Chipman and Robert McCulloch
)
Adaptive Bayesian Criteria in Variable Selection for Generalized Linear Models
(
with Xinlei Wang
)
Exploratory Bayesian Model Selection for Serial Genetics Data
(
with Andrea Foulkes and Jing Zhao
)
Improved Minimax Prediction Under Kullback Leibler Loss
(
with Feng Liang and Xinyi Xu
)
Model Uncertainty
(
with Merlise Clyde
)
The Practical Implementation of Bayesian Model Selection (with discussion)
(
with Hugh Chipman and Robert McCulloch
)
Bayesian Treed Models
(
with Hugh Chipman and Robert McCulloch
)
Posterior Propriety in Some Hierarchical Exponential Family Models
(
with Zuoshun Zhang
)
Calibration and Empirical Bayes Variable Selection
(
with Dean Foster
)
(Tables to accompany Figures)
The Variable Selection Problem
Flexible Empirical Bayes Estimation for Wavelets
(
with Merlise Clyde
)
Empirical Bayes Estimation in Nonparametric Wavelet Regression
(
with Merlise Clyde
)
Maximally Informative Statistics
(
with David Wolf
)
Hierarchical Priors for Bayesian CART Shrinkage
(
with Hugh Chipman and Robert McCulloch
)
Extracting Representative Tree Models from a Forest
(
with Hugh Chipman and Robert McCulloch
)
Bayesian CART Model Search
(
with Hugh Chipman and Robert McCulloch
)
Approaches for Bayesian Variable Selection
(
with Robert McCulloch
)
A Bayesian Model for Collaborative Filtering
(
with Alex Chien
)
Other links:
Other Statistics Sites
Links to my colleagues and our students
Department of Statistics at Wharton
The Wharton School
University of Pennsylvania
Last update:9/21/08