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Monday, 08/02/2010
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Energy Functions for Dimension Reduction and Graph Visualization
Lisha Chen, Yale University
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Identifying Random-Effect Parameters in Nonlinear Mixed-Effect Models by Stepwise Forward Selection
Yaming Hang, Merck & Co., Inc.
10:35 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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Preliminary Test Estimation Procedures in Nonlinear Regression Models with Toxicological Application
Changwon Lim, National Institute of Environmental Health Sciences; Pranab Kumar Sen, The University of North Carolina at Chapel Hill; Shyamal D. Peddada, National Institute of Environmental Health Sciences
11:35 AM
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Regression Calibration for Nonlinear Functions of Mismeasured Predictors
David Yanez, University of Washington; Quenna Wong, Collaborative Health Studies Coordinating Center; Jeffrey R. Wilson, The University of Utah
2:50 PM
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Tuesday, 08/03/2010
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Blood Transfusion After Lung Transplant Using Two-Step Nonlinear Multiphase Generalized Mixed Models
Jeevanantham Rajeswaran, Cleveland Clinic; Eugene H. Blackstone, Cleveland Clinic
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Software Design for Functional Data with Multi-Index Arguments
James Owen Ramsay, McGill University
8:35 AM
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Providing Double Protection for Unit Nonresponse with a Nonlinear Calibration Routine
George Gordon Brown, RTI International
8:35 AM
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Neural Networks for Time Series Prediction: Practical Implications of Theoretical Results
Melinda F. Thielbar, North Carolina State University; David A. Dickey, North Carolina State University
8:35 AM
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Nonlinear Varying Coefficient Models
Esra Kurum, Penn State; Yang (Rick) Wang, Freddie Mac; Runze Li, Penn State; Damla Senturk, Penn State
8:35 AM
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Modeling and Clustering of Time-Course Data
Alejandro Murua, Université de Montréal
8:35 AM
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Incorporating Nonlinear Relationships in Microarray Missing Value Imputation
Hesen Peng, Emory University; Tianwei Yu , Emory University; Wei Sun, The University of North Carolina at Chapel Hill
9:05 AM
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Profile Data in the Food Industry
Eric Lagergren, Kraft Foods; Wu Ge, Kraft Foods; Mahesh Padmanabhan, Kraft Foods
9:20 AM
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An Empirical Comparison of Constrained Optimization Methods for Benchmarking Economic Time Series
Irene Brown, U.S. Census Bureau
9:35 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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Functional Coefficient Autoregressive Models for Nonlinear Time Series
Alireza Tahai, Mississippi State University; Mehrzad Netadj, Mississippi State University
2:05 PM
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A Shrinkage Approach to Fixed Effects Estimation of Nonlinear Panel Data Models
Dalia A. Ghanem, University of California, San Diego
2:05 PM
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Fast Stochastic Frank-Wolfe Algorithms for Nonlinear SVMs
Hua Ouyang, Georgia Institute of Technology; Alexander Gray, Georgia Institute of Technology
2:25 PM
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Optimal Design in Bioequivalence Studies Analyzed with Nonlinear Mixed Effects Models
France Mentre, Universite Paris-Diderot; Thu Thuy N'guyen, Universite Paris-Diderot/INSERM; Anne Dubois, Universite Paris-Diderot/INSERM; Caroline Bazzoli, Universite Paris-Diderot/INSERM
3:20 PM
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Wednesday, 08/04/2010
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Forecasting Fuzzy Time Series with Different Degrees of Membership by Neural Networks
Memmedaga Memmedli, Anadolu University; Ozer Ozdemir, Anadolu University
10:35 AM
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High-Dimensional Nonparametric Bayes Modeling via Nonlinear Latent Factor Models
David Dunson, Duke University
10:55 AM
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Nonlinear Methods for Tube and Curve Fitting of Diffusion Tensor Imaging Data
Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Jeff Goldsmith, Johns Hopkins Bloomberg School of Public Health; Ciprian Crainiceanu, The Johns Hopkins University; Daniel Reich, National Institutes of Health
10:55 AM
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SAMC Particle Filter for Nonlinear State Space Models
Mingqi Wu, Texas A&M University; Faming Liang, Texas A&M University
11:35 AM
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Variable Selection via Smoothing Spline Adaptive Response Transformation
Wenxuan Zhong, University of Illinois
11:55 AM
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Nonlinear PCA Based on Data Transformation
Mehdi Maadoliat, Texas A&M University
12:05 PM
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Bispectral-Based Methods for Clustering Nonlinear Time Series
Jane L. Harvill, Baylor University; Nalini Ravishanker, University of Connecticut; Bonnie Kathryn Ray, IBM T.J. Watson Research Center
3:25 PM
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Thursday, 08/05/2010
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Higher-Order Influence Functions and Minimax Estimation of Nonlinear Functionals
James Robins, Harvard School of Public Health
9:35 AM
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Nonlinear Regression Modeling and Detecting Change Points via Regularized Basis Expansions
Shohei Tateishi, Kyushu University; Sadanori Konishi, Kyushu University
9:35 AM
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Principal Trend Ratio Regression: Comparing Nonlinear Longitudinal Trajectories Between Groups via a Ratio of Inter-Period Changes When a Linear Trend Fits Poorly
Robert M Boudreau, University of Pittsburgh
11:20 AM
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Using a Nonlinear Mixed Effects Model to Estimate Anthrax Antibody Longevity and Decay
Lydia S.D. Foster, Atlanta Research and Education Foundation; Charles E. Rose, Jr., CDC; Conrad Quinn, CDC
11:50 AM
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Kernel Estimation of Time Series: An Asymptotic Theory
Weibiao Wu, The University of Chicago; Yinxiao Huang, The University of Chicago; Yibi Huang, The University of Chicago
11:55 AM
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