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Editted Book, Published by Springer in 2010

Book Authors: please download and fill out the Contributing Author Agreement and MAIL the ORIGINAL copy to

Dr. Ming-Hui Chen
Department of Statistics
University of Connecticut
215 Glenbrook Road, U-4120
Storrs, CT 06269-4120

Frontiers of Statistical Decision Making and Bayesian Analysis

Co-Editors: Ming-Hui Chen, Dipak K. Dey, Peter Mueller,
Dongchu Sun, and Keying Ye

Topics:
Chapter 1: Introduction
Chapter 2: Objective and Empirical Bayes with Applications
Chapter 3: Bayesian Decision-Based Estimation and Predictive Inference
Chapter 4: Bayesian Variable Selection and Model Averaging
Chapter 5: Bayesian Computer Models
Chapter 6: Nonparametric and Semi-parametric Bayesian
Chapter 7: Bayesian Model Diagnostics and Outlier Detection
Chapter 8: Bayesian Clinical Trials
Chapter 9: Bayesian Methods for Genomic, Molecular and Systems Biology
Chapter 10: Bayesian Data Mining and Machine Learning
Chapter 11: Bayesian Inference in Political and Social Sciences and in Business
Chapter 12: Bayesian Categorical Data Analysis
Chapter 13: Bayesian Geophysical, Spatial and Temporal Statistics
Chapter 14: Bayesian/Frequentist Interface
Chapter 15: Posterior Simulation and Monte Carlo Methods

Contributing Authors:

Albert, James H., Bowling Green State University
Banerjee, Sudipto, University of Minnesota
Bayarri, Susie M.J., Universitat de Valáncia
Berliner, Mark, The Ohio State University
Bernardo. José M., Universitat de Valáncia
Blei, David, Princeton University
Bloomquist, Erik, University of California at Los Angeles
Bose, Sudip, The George Washington University
Bradlow, Eric T., University of Pennsylvania
Carlin, Bradley P., University of Minnesota
Chen, Ming-Hui, University of Connecticut
Chib, Siddhartha, Washington University
Clarke, Bertrand, University of British Columbia
Datta, Gauri S., University of Georgia
De Oliveira, Victor, The University of Texas at San Antonio
Dey, Dipak, University of Connecticut
Fong, Duncan K. H., Penn State University
Gelfand, Alan E., Duke University
Gelman, Andrew, Columbia University
George, Edward I., University of Pennsylvania
Ghosh, Jayanta K., Purdue University
Ghosh, Malay, University of Florida
Ibrahim, Joseph G., University of North Carolina
Jacquier, Éric, HEC Montréal
Johnson, Valen E., The University of Texas M. D. Anderson Cancer Center
Jordan, Michael, UC-Berkeley
Lee, Jaeyong, Seoul National University
Li, Hongzhe, University of Pennsylvania
Liechty, Merrill W., Drexel University
Lipsitz, Stuart, Brigham and Women’s Hospital
Liseo, Brunero, Universitá Di Roma “La Sapienza”
Lopes, Hedibert F., University of Chicago
Madigan, David, Columbia University
Mallick, Bani K., Texas A&M University
McCulloch, Rob, The University of Texas at Austin
Meng, Xiao-Li, Harvard University
Müller, Peter, The University of Texas M. D. Anderson Cancer Center
Pericchi, Luis, University of Puerto Rico at Rio
Polson, Nicholas, University of Chicago
Raftery, Adrian, University of Washington
Rao, J.N.K., University of Carleton
Robert, Christian, Ceremade – Universit´e Paris-Dauphine
Sacks, Jerome, Duke University
Scott, James, Duke University
Shen, Haige, Novartis Oncology
Sinha, Debajyoti, Florida State University
Strawderman, William E., Rutgers University
Suchard, Marc A., University of California at Los Angeles
Sun, Dongchu, Univeristy of Missouri-Columbia
Thall, Peter F., The University of Texas M. D. Anderson Cancer Center
Wang, Yan, Food and Drug Administration
Weiss, Robert E., University of California at Los Angeles
West, Mike, Duke University
Wolpert, Robert, Duke University
Xu, Xinyi, The Ohio State University
Ye, Keying, The University of Texas at San Antonio
Zaslavsky, Alan M., Harvard University
Zhu, Hongtu, University of North Carolina