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Sunday, 08/01/2010
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Nonlinear Regression and Bayesian Robustness via Disparities
Giles Hooker, Cornell University
2:05 PM
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On the Predictive Potential of Kernel Principal Components
Andreas Artemiou, Penn State; Bing Li, Penn State
2:35 PM
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Divergence-Based Methods for Multivariate Association Studies
T.N. Sriram, The University of Georgia
3:05 PM
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Estimation of the Cox Model Parameters Through Kernel Resampling
Haiyan Bai, University of Central Florida
3:20 PM
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Parametric and Nonparametric Survival Analysis of Cancer Data
Bong-Jin Choi, University of South Florida; Chris P. Tsokos, University of South Florida
4:20 PM
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Integral Curve Estimation: Methodology and Applications to Diffusion Tensor Imaging
Lyudmila Sakhanenko, Michigan State University
5:05 PM
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Dimension-Reduced Kernel Estimation for Distribution Functions with Incomplete Data
Zonghui Hu, National Institutes of Health
5:05 PM
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Adaptive Estimation in High-Dimensional Response Surface Models via Iterative Thresholding Regularization
Samir Touzani, French Institut of Petroleum; Anestis Antoniadis, University Joseph Fourier; Daniel Busby, French Institut of Petroleum
5:20 PM
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Tuesday, 08/03/2010
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Identification of Neural Functional Connectivity Using a Sparse Generalized Volterra Model
Dong Song, University of Southern California; Theodore W. Berger, University of Southern California
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Optimizing a Testing Procedure Based on Kernel Density Estimation for Comparing Two Treatments
Sibabrata Banerjee, Merck & Co., Inc.; Sunil Dhar, New Jersey Institute of Technology; Farid Kianifard, Novartis Pharmaceuticals Corporation; Hanzhe Zheng, Merck & Co., Inc.; Venkata Sasikiran Goteti, Merck & Co., Inc.
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Using GAM_K to Detect Clustering in MI Wood Products Companies
Juan Du, Kansas State University
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Visual Data Mining Used to Assess the Role of Individual Kernel Moisture Content on Milling Quality
Andy Mauromoustakos, University of Arkansas; Rusty Bautista, University of Arkansas; Terry Siebenmorgen, University of Arkansas
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Achieving Accurate Computation in Bayesian Scale-Usage Models
Chris Hans, The Ohio State University; Greg Allenby, The Ohio State University; Peter F. Craigmile, The Ohio State University; Ju Hee Lee, The Ohio State University; Steven MacEachern, The Ohio State University; Xinyi Xu, The Ohio State University
8:35 AM
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An Efficient Method for Estimating Chromosome Copy Number of Variations and Its Theoretical Properties
Yue Selena Niu, The University of Arizona; Heping Zhang, Yale University
9:00 AM
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Bayesian Smoothing Spline ANOVA Model
Paul Speckman, University of Missouri-Columbia; Chin-I Cheng, Central Michigan University
9:35 AM
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Remarks on Robust Nonparametric Imputation
Philip E. Cheng, Academia Sinica
11:35 AM
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Nonparametric Profile Monitoring by Mixed Effects Modeling
Peihua Qiu, University of Minnesota
2:05 PM
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Minimum Hellinger Distance Estimation for a Semiparametric Mixture Model with Two-Sample Censored Data
Yayuan Zhu, University of Calgary; Xuewen Lu, University of Calgary; Jingjing Wu, University of Calgary
2:50 PM
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Wednesday, 08/04/2010
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Nonparametric Estimation of Time Trend for Recurrent Events Data
Bo Henry Lindqvist, Norwegian University of Science and Technology
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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Mapping Batter Ability in Baseball by Using Spatial Statistics Techniques
Dana Draghicescu, Hunter College, CUNY; Benjamin Strong Baumer, CUNY Graduate Center
9:05 AM
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Modifications of and Alternatives to the SMR in Evaluating Center-Specific Mortality
Kevin He, University of Michigan ; Douglas E. Schaubel, University of Michigan
9:35 AM
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Spline-Backfitted Kernel Smoothing of Generalized Additive Model
Rong Liu, University of Toledo; Lijian Yang, Michigan State University
11:35 AM
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Bayesian Semiparametric Models for Testing Single and Multiple Genetic Pathway Effects in Prostate Cancer
Sounak Chakraborty, University of Missouri-Columbia
11:50 AM
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Vector Splines and Vector Generalized Linear and Additive Models
Thomas William Yee, University of Auckland
11:55 AM
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Fixed-Bandwidth Asymptotics for the Studentized Mean for Long and Negative Memory Time Series
Tucker Sprague McElroy, U.S. Census Bureau
2:05 PM
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Some Applications of the Nonparametric Regression Model to Air Pollution Data
Javier Olaya, Universidad del Valle
2:05 PM
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Nonparametric Endogenous Poststratification Estimation
Jay Breidt, Colorado State University; Mark Dahlke, Colorado State University; Jean Opsomer, Colorado State University; Ingrid Van Keilegom, Université Catholique de Louvain
3:20 PM
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Thursday, 08/05/2010
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Estimation of Multiple Noncrossing Quantile Regression Functions
Yufeng Liu, The University of North Carolina at Chapel Hill; Yichao Wu, North Carolina State University
9:00 AM
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Quasi-Maximum Likelihood Estimation of Volatility with High-Frequency Data
Dacheng Xiu, Princeton University
9:25 AM
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Variable Selection in the Kernel Machine Framework via the Garrote Kernel Selector
Michael C. Wu, The University of North Carolina at Chapel Hill
10:35 AM
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HARK: A New Approach for Regression with Functional Predictors
Dawn B. Woodard, Cornell University
10:35 AM
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A False Important Discovery Approach to Testing Large Non-Null Effects
Wenguang Sun, North Carolina State University; Alexander McLain, National Institutes of Health
11:25 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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