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Sunday, 08/04/2013
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Kernel-Based Aggregation of Marker-Level Genetic Association Tests Involving Copy-Number Variation
Patrick Breheny, University of Kentucky; Yinglei Li, University of Kentucky
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Smooth Simultaneous Confidence Bands for the Autoregressive Error Distribution Functions
Jiangyan Wang, Soochow University; Rong Liu, University of Toledo ; Fuxia Cheng, Illinois State University ; Lijian Yang, Michigan State University
2:20 PM
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Bayesian Kernel Machine Regression for Estimating the Health Effects of Air Pollution Mixtures
Jennifer Bobb, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
2:20 PM
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Semiparametrically Modified OLS and IV Estimators for Linear Cointegrating Models
Yiguo Sun, University of Guelph
3:20 PM
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On an Additive Semi-Graphoid Model for Statistical Networks with Application to Pathway Analysis
Bing Li, The Pennsylvania State University; Hyonho Chun, Purdue University; Hongyu Zhao, Yale University
4:55 PM
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A Nonparametric Omnibus Independence Test Based on Copula Density
Gery Geenens, UNSW
5:20 PM
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KERNEL MACHINE TESTING COUPLED WITH RANK TRUNCATION METHOD FOR GENETIC PATHWAY ANALYSIS
Qi Yan, University of Alabama at Birmingham; Nianjun Liu, University of Alabama at Birmingham
5:20 PM
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Monday, 08/05/2013
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Bayesian Smoothing Spline ANOVA for Binary Response with Dimension Reduction
Chin-I Cheng; Paul Speckman, Univ. of Missouri-Columbia
8:50 AM
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Hierarchical Bayesian Spatio-Temporal Conway-Maxwell Poisson Models with Dynamic Dispersion
Scott H. Holan, University of Missouri; Guohui Wu, University of Missouri; Christopher K. Wikle, University of Missouri
9:00 AM
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Bayesian Bandwidth Estimation for a Semi-Functional Partial Linear Regression Model with Unknown Error Density
Han Lin Shang, University of Southampton
10:35 AM
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Preimage Reconstruction of Molecules with a Graph Kernel
Ryo Yoshida, The Institute of Statistical Mathematics; Hiroshi Yamashita, Graduate University for Advanced Studies; Yukito Iba, Institute of Statistical Mathematics; Tomoyuki Higuchi, Institute of Statistical Mathematics
10:50 AM
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Discrepancy Pursuit: A Nonparametric Framework for High-Dimensional Variable Selection
Li Liu, Carnegie Mellon University; Kathryn Roeder, CMU; Han Liu, Princeton University
10:55 AM
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Elucidating Heritability via Kernel Machine Testing for Epistasis
Jennifer Clark, UNC; Michael Wu, The University of North Carolina; Arnab Maity, North Carolina State University
11:05 AM
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Infinite Order Cross-Validated Local Polynomial Regression
Jeffrey Racine, McMaster University; Peter Gavin Hall, University of Melbourne
2:05 PM
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Nonparametric Profile Monitoring
Peihua Qiu, University of Minnesota
2:30 PM
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Bias and Variance Improvements in Nonparametric Estimation of Time-Dependent Accuracy Measures
Chin-Tsang Chiang, National Taiwan University
2:35 PM
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Nonparametric Regression in the Secondary Analysis of the Case-Control Studies
Shahina Rahman, Texas A&M University; Raymond J. Carroll, Texas A&M University
3:35 PM
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Estimation of a Time-Varying Extreme Quantile with Application to the Measurement of the Activity of Bivalves in an Environmental Context
Ion Grama, University of South Brittany; Gilles Durrieu, University of South Brittany; Jean-Charles Massabuau, University of Bordeaux 1, CNRS UMR 5805-EPOC; Quang Khoai Pham, University of South Brittany; Jean-Marie TRICOT, University of South Brittany
3:35 PM
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Tuesday, 08/06/2013
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A Distribution-Free Procedure for Removing Multivariate Outliers
Robert Mason, Southwest Research Institute; Youn-Min Chou, The University of Texas at San Antonio; John C Young, Retired
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Nonparametric Methods for Identifying Differential Binding Regions with ChIP-Seq Data
Qian Wu, University of Pennsylvania; Kyoung-Jae Won, University of Pennsylvania; Hongzhe Li, University of Pennsylvania
8:35 AM
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Improving Sheather and Jones Bandwidth Selector for Difficult Densities in Kernel Density Estimation
Jiangang Liao, Penn State
8:50 AM
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Improved Estimation and Uncertainty Quantification Using Monte Carlo--Based Optimization Algorithms
Cong Xu, UC Davis; Paul David Baines, UC Davis; Jane-Ling Wang, UC Davis
9:20 AM
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Kernel Estimation of a Quantile Partially Additive Linear Regression Model
Dawit Zerom, California State University at Fullerton
9:35 AM
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New Kernel Density Estimates and Their Empirical Likelihood Versions and Applications
ningning wang; Ibrahim Ahmad, Oklahoma state university
10:05 AM
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On the Effect of Centering Kernels in Kernel PCA
Zhiyu Liang, The Ohio State University; Yoonkyung Lee, The Ohio State University
10:50 AM
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Locally Epistatic Relationship Matrices for Genome-Wide Association and Prediction
Deniz Akdemir, Cornell University
11:15 AM
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Joint Structure Selection and Estimation in Time-Varying Coefficient Cox Model
Wei Xiao, North Carolina State University; Wenbin Lu, Department of Statistics, North Carolina State University
11:35 AM
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On Estimating the Age-Dependent Population Attributable Fractions from Population-Based Case-Control Data
Wei Zhao, University of Washington; Ying Qing Chen, Fred Hutchinson Cancer Research Center; Li Hsu, Fred Hutchinson Cancer Research Center
11:50 AM
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Locally Smoothed Statistical Learning for Age-Dependent Classification and Disease Risk Prediction
Huaihou Chen, New York University; Tianle Chen, Columbia University; Donglin Zeng, The University of North Carolina; Yuanjia Wang, Columbia University
2:30 PM
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Variable Selection in Kernel-Based Nonparametric Regression
Len Stefanski, North Carolina State University; Kyle White, NC State University; Yichao Wu, NC State University
2:55 PM
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Optimal Estimation for the Functional Cox Model
Simeng Qu, Purdue University; Xiao Wang, Purdue University
3:35 PM
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Wednesday, 08/07/2013
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Nonparametric Intervention Time Series Modeling
Jin-Hong Park, College of Charleston
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Kernel Machine Collapsing--Based Prediction for Ordinal Outcome
Yuanyuan Shen, Harvard University; Tianxi Cai, Harvard University
8:50 AM
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Semiparametric Bayesian Joint Modeling of Clustered Binary and Continuous Outcomes with Informative Cluster Size
Beom Seuk Hwang, The Ohio State University; Michael L. Pennell, The Ohio State University
9:20 AM
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Bayesian Variable Selection in Linear and Semiparametric Models
Hongmei Zhang, University of South Carolina; Xianzheng (Shan) Huang, University of South Carolina-Columbia; Arnab Maity, North Carolina State University; Hasan Arshad, University of Southampton, UK; Tara Sabo-Attwood, University of Florida; Wilfried Karmaus, University of Memphis
10:35 AM
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Real-Time Detection of Trend-Cycle Turning Points
Estela Dagum, University of Bologna; Silvia Bianconcini, University of Bologna
2:05 PM
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Double Least Squares Kernel Machine Score Test for Genetic Pathway Effect
Xiang Zhan, Pennsylvania State University; Debashis Ghosh, Penn State University
2:20 PM
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Thursday, 08/08/2013
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On Variable Selection Using Additive Conditional Independence
Kuang-Yao Lee, Yale University; Bing Li, The Pennsylvania State University; Hongyu Zhao, Yale University
8:35 AM
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Multi-Scale Multiple Testing for Region Detection with Application to Genomic Copy Number Change in Population Analyses
Nezamoddin N Kachouie, Florida Institute of Technology; Armin Schwartzman, Harvard School of Public Health; Xihong Lin, Harvard School of Public Health
8:55 AM
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Locally Adaptive Bayes Nonparametric Regression via Nested Gaussian Processes
Bin Zhu, Biostatistics Branch, DCEG, NCI; David B. Dunson, Duke University
9:05 AM
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Density-Based Partitioning for K-Fold Cross-Validation
Lulu Kang, Illinois Institute of Technology-Department of Applied Mathematics
9:55 AM
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Goodness-of-Fit Tests for Long Memory Moving-Average Marginal Density
Hira Lal Koul, Michigan State University; Nao Mimoto, Michigan State University; Donatas Surgailis, Vilnius University
10:35 AM
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Bayesian Kernel-Based Modeling and Selection of Genetic Pathways and Genes for Cancer
Zhenyu Wang, University of Missouri, Columbia; Sounak Chakraborty, University of Missouri-Columbia; Jianguo Sun, University of Missouri-Columbia
11:20 AM
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