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Sunday, 08/01/2010
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Testing for Linearity of the Nonparametric Component of a Semiparametric Generalized Linear Model
Chin-Shang Li, University of California, Davis
2:05 PM
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Optimal and Efficient Designs for Generalized Linear Models
John Stufken, The University of Georgia
2:35 PM
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LASSO-Patternsearch for Multivariate Bernoulli Observations with Applications
Bin Dai, University of Wisconsin-Madison; Stephen Wright, University of Wisconsin-Madison; Xiwen Ma, University of Wisconsin-Madison; Grace Wahba, University of Wisconsin-Madison
3:05 PM
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The Generalized Linear Mixed Model with Spatial-Temporal Data
J Aleong, University of Vermont
3:35 PM
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Using Generalized Correlation to Affect Variable Selection in Very High-Dimensional Problems
Hugh Miller, The University of Melbourne; Peter Hall, The University of Melbourne
4:05 PM
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Monday, 08/02/2010
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Massively Parallel Linear Modeling of Gene Expression Data
Walter Liggett, National Institute of Standards and Technology
8:50 AM
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Cross-Covariance Functions for Multivariate Random Fields Based on Latent Dimensions
Marc Genton, Texas A&M University; Tatiyana Apanasovich, Thomas Jefferson University
8:55 AM
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Functional Additive Models
Fang Yao, University of Toronto; Hans-Georg Mueller, University of California, Davis
9:15 AM
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Finding the Right Distribution for Highly Skewed Zero-Inflated Clinical Data
Resmi Gupta, Cincinnati Children's Hospital Medical Center; Bradley S. Marino, Cincinnati Children's Hospital Medical Center; James F. Cnota, Cincinnati Children's Hospital Medical Center; Richard F. Ittenbach, Cincinnati Children's Hospital Medical Center
9:20 AM
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Modeling Misclassification in the June Area Survey
Andrea C. Lamas, National Agricultural Statistics Service; Denise Alexandra Abreu, National Agricultural Statistics Service; Kenneth K. Lopiano, University of Florida; Pam Arroway, North Carolina State University; Linda J. Young, University of Florida
9:35 AM
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Modeling Log-Linear Restricted Conditional Probabilities for Prediction in Surveys
Yves Thibaudeau, U.S. Census Bureau; Eric Slud, U.S. Census Bureau; Alfred Gottschalck, U.S. Census Bureau
9:35 AM
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Analysis of Constrained Generalized Linear Models with Missing Data
Karelyn Davis, Carleton University/Health Canada; Sanjoy Sinha, Carleton University; Chul Gyu Park, Carleton University
9:35 AM
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Maximum Likelihood Estimation in Generalized Linear Models with Censored Covariate Data
Ryan May, The University of North Carolina at Chapel Hill; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill; Haitao Chu, The University of North Carolina at Chapel Hill
9:50 AM
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Bayesian Generalized Method of Moments
Guosheng Yin, The University of Hong Kong
10:35 AM
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Generalized Fiducial Inference for Mixed Linear Models
Jessi Cisewski, The University of North Carolina at Chapel Hill; Jan Hannig, The University of North Carolina at Chapel Hill
10:35 AM
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Predictive Modeling of Weight Loss Curves
Shailaja Suryawanshi, Merck & Co., Inc.; Kaifeng Lu, Merck & Co., Inc.
11:05 AM
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Feature Selection for Censored Outcomes with Simultaneous Adjustment for Nonlinear Covariate Effect and Improved Risk Scores of Prostate Cancer Recurrence
Qi Long, Emory University; Brent Johnson, Emory University; Carlos S. Moreno, Emory University
11:35 AM
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Bayesian Inference for Stereotype Regression
Bhramar Mukherjee, University of Michigan
2:25 PM
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Model Diagnosis of Mixed Linear Models
Winfried Stute, University of Giessen
2:30 PM
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Generalized Linear Spatial Random Effects Model
Aritra Sengupta, The Ohio State University; Noel A. Cressie, The Ohio State University
2:35 PM
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Extracting U.S. Credit Cycle Using Dynamic Linear Model
Jie Chen, Bank of America; Agus Sudjianto, Bank of America
2:35 PM
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Proportional Likelihood Ratio Model
Xiaodong Luo, Mount Sinai School of Medicine; Wei Yann Tsai, Columbia University
3:05 PM
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Tuesday, 08/03/2010
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Constrained Estimation with Distorted Data by the Least-Squares Criterion
Luis Frank, University of Buenos Aires
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Using Technology to Bridge the Gap Between Theory and Application: A Linear Models Example Using SAS/IML
Jamis Perrett, Texas A&M University
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On Semiparametric Exponential Tilt Regression Models
Alan Huang, The University of Chicago; Paul J. Rathouz, The University of Chicago
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San Francisco Bay Fish Abundance and Global Scale Climate Shifts
Teresa Anne Jacobson, University of California, Santa Cruz
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Likelihood-Based Evaluation of Normalization Methods
Sadhvi Khanna, The University of Arizona
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Steps Toward Creating a Fully Synthetic Decennial Census Microdata File
Martin Klein, U.S. Census Bureau; Robert Creecy, U.S. Census Bureau
9:20 AM
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A Generalized Bayesian Spatial Prediction Method
Jim Zidek, The University of British Columbia; Yiping Dou, The University of British Columbia; Nhu Le, BC Cancer Agency
10:35 AM
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Issues in Nonlinear and Dynamic Modeling
Lucas Beverlin, Iowa State University; Derrick Rollins, Iowa State University
10:35 AM
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A Power Analysis of Misspecified Types of Time-Varying Covariates for Generalized Method of Moments Applied to Binary Responses
Trent Lalonde, University of Northern Colorado; Jeffrey R. Wilson, The University of Utah
10:50 AM
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Permutation MANOVA for Functional Linear Models and Regionalized Follow-Up Tests
Mark C. Greenwood, Montana State University
10:55 AM
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Modeling the Impact of MLB Bullpen Use and Abuse
James J. Cochran, Louisiana Tech University; Martin S. Levy, University of Cincinnati
11:15 AM
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The Predictive Spatial Dirichlet Process with Application to Downscaling
Veronica J. Berrocal, Statistical and Applied Mathematical Sciences Institute; Sudipto Banerjee, University of Minnesota; Alan E. Gelfand, Duke University
11:35 AM
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Robust Diagnostic Measures for the Functional Linear Model with Scalar Response
Nedret Billor, Auburn University; Pallavi Sawant, Auburn University
2:05 PM
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Recent History Functional Linear Models for Sparse Longitudinal Data
Kion Kim, Penn State; Damla Senturk, Penn State
2:35 PM
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Multiple Hypothesis Testing by Clustering of Gene Profiles
Leesa Francis Wockner, University of Queensland; Geoffrey J. McLachlan, University of Queensland; Ian Wood, University of Queensland
2:50 PM
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Wednesday, 08/04/2010
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Minimum Quantile Distance Estimation of Quantiles Using Linear Combinations of Standard Quantile Functions as Models
Dean H. Fearn , California State University, East Bay; Elliott Nebenzahl, California State University, East Bay
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Properties of Linear Model Selection
Changjiang Xu, The University of Western Ontario; A. Ian McLeod, The University of Western Ontario
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Investigating Trawl Gear Modifications to Reduce Mortality of Bering Sea Crab Fisheries
Loveday L. Conquest, University of Washington; Carwyn Hammond, National Marine Fisheries Service; Craig Rose, National Marine Fisheries Service
8:35 AM
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Spatial Regression Using Kernel-Averaged Predictors
Matthew Joseph Heaton, Duke University; Alan E. Gelfand, Duke University
8:35 AM
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Optimal Design for Consistent Rating of Classroom Instructions
Yongyun Shin, Virginia Commonwealth University; Stephen W. Raudenbush, The University of Chicago
9:20 AM
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Real-Time Simulation of Alternative Specification of Euro Area Turning Points Detection
Gian Luigi Mazzi, EUROSTAT; Monica Billio, Università di Venezia; Rosa Ruggeri Cannata, EUROSTAT
9:35 AM
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Structured Penalties for Generalized Functional Linear Models (GFLM)
Jaroslaw Harezlak, Indiana University School of Medicine; Tim Randolph, Fred Hutchinson Cancer Research Center; Ziding Feng, Fred Hutchinson Cancer Research Center
11:15 AM
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Empirical Bayes In-Season Prediction of Baseball Batting Averages
Wenhua Jiang, National Heart, Lung, and Blood Institute; Cun-Hui Zhang, Rutgers University
11:20 AM
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Instructor Characteristics Associated with Student Appreciation of Statistics
Philip Yates, California State Polytechnic University, Pomona; Michael Posner, Villanova University
11:35 AM
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The Effect of Seasonal Adjustment on Turning Points Detection
Gaetana Montana, EUROSTAT; Gian Luigi Mazzi, EUROSTAT; Monica Billio, Università di Venezia
11:35 AM
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Penalized Convex Minimization
Cun-Hui Zhang, Rutgers University
2:05 PM
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Marginal Analysis of Linear Model with Application to Testing for Resting Energy Expenditure Model
Junyi Zhang, Columbia University; ZiMian Wang, St. Luke's-Roosevelt Hospital; Zhiliang Ying, Columbia University
2:35 PM
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Correlated Component Regression: A Prediction/Classification Methodology for Possibly Many Features
Jay Magidson, Statistical Innovations Inc.
2:50 PM
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Estimating Cost of Treatment in Elderly Patients with Colorectal Cancer Using Medicare Data
Emma Boswell, Trinity Partners, Inc.; Fotios K. Kokkotos, Trinity Partners, Inc.; Xiulin Shen, Trinity Partners, Inc.; Zheng Wang, Trinity Partners, Inc.; Ya Zhang, Trinity Partners, Inc.
2:50 PM
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Semiparametric Marginal Mean Models for Longitudinal Survey Data
Li Wang, The University of Georgia; Suojin Wang, Texas A&M University
2:55 PM
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Semiparametric Model Pursuit
Jian Huang, The University of Iowa
2:55 PM
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Thursday, 08/05/2010
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More Accurate Inference with Small Bandwidths
Whitney Newey, MIT
9:05 AM
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Estimation and Model Selection in a Class of Semiparametric Models for Longitudinal Data
Jialiang Li, National University of Singapore
9:35 AM
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Descriptive Comparison of Populations by Rates: The Analysis of Departures from the Equirates Model
Mauricio Sadinle, Universidad Nacional de Colombia
9:35 AM
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A Gaussian Process Regression Approach to a Single-Index Model
Taeryon Choi, Korea University; Jian Qing Shi, University of Newcastle; Bo Wang, University of York
10:35 AM
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Estimation in State-Space Models with Exogenous Covariates and Missing Data
Arlene Naranjo, University of Florida; Mildred M. Maldonado-Molina, University of Florida; Kelli A. Komro, University of Florida; A. Alexandre Trindade, Texas Tech University; George Casella, University of Florida
10:50 AM
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Model Selection for Partially Linear Models with Diverging Dimensions
Hao Helen Zhang, North Carolina State University
11:00 AM
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Hierarchical Approach to Yield Modeling: Applications of GLMs
Christina Mastrangelo, University of Washington
11:05 AM
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Structural Properties of Optimum Designs and Their Interrelations in Model Identification and Discrimination for 2 ^m Factorial Experiments
Subir Ghosh, University of California, Riverside; Mike Huang, University of California, Riverside
11:05 AM
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