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Sunday, 08/04/2013
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Improved Temporal Smoothing for Estimating Population Health Risk
Wesley Burr, Queen's University, Dept. of Mathematics & Statistics; Glen Takahara, Queen's University; Hwashin H. Shin, Health Canada, Population Studies Division
2:35 PM
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Time-Varying Additive Models for Longitudinal Data
Xiaoke Zhang, University of California Davis; Byeong U. Park, Seoul National University; Jane-Ling Wang, UC Davis
3:05 PM
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Inference for the Broken-Stick Model: A Computationally Faster Approach
Ritabrata Das; Moulinath Banerjee, University of Michigan; Bin Nan, University of Michigan
3:20 PM
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Induced Smoothing for the Semiparametric Accelerated Failure Time Model with Clustered Data: Marginal Methods and Frailty Models
Lynn Johnson, Cornell University
4:25 PM
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Semiparametric Accelerated Failure Time Modeling for Clustered Failure Times from Stratified Sampling
Sangwook Kang, University of Connecticut; Sy Han Chiou, University of Connecticut; Jun Yan, University of Connecticut
4:45 PM
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A Semi-Local Likelihood Regression Method for Group Testing Data
Dewei Wang, Clemson University; Haiming Zhou, University of South Carolina; Karunarathna B. Kulasekera, University of Louisville
5:25 PM
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Induced Smoothing for the Semiparametric-Accelerated Hazards Model
Jiajia Zhang, Univ of South Carolina, Arnold School of Public Health
5:25 PM
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Monday, 08/05/2013
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Variance Smoothing with Multiple Groups via Fully Moderated T-Statistic
Lianbo Yu, Ohio State University; David Jarjoura, Ohio State University
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Smooth Change-Point Estimation for Spatial Image Intensity Profiles
Joseph Usset, North Carolina State University
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A Bayesian Model of Activation and Functional Connectivity for Event-Related fMRI
Wesley K Thompson, University of California, San Diego; Dongli Zhou, Forest Labs
8:35 AM
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Functional Genome-Wide Association Studies Using Sparse Group Lasso
Qing Pan, George Washington University; Yunpeng Zhao, George Mason University
8:50 AM
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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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A Semiparametric Model of the Hemodynamic Response for Multi-Subject fMRI Data
Tingting Zhang, University of Virginia; Fan Li, Duke University
8:55 AM
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Nonparametric Response Function Estimation via FPCA with an Application to Dynamic Pet Data
Ci-Ren Jiang, Academia Sinica; John Aston, University of Warwick; Jane-Ling Wang, UC Davis
9:25 AM
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Regularization on Multivariate Functional-Coefficient Regression Models
Jiancheng Jiang, The University of North Carolina at Charlotte
11:00 AM
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Varying-Coefficient Additive Model for Functional Data
Jane-Ling Wang, UC Davis; Xiaoke Zhang, University of California Davis
11:25 AM
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From Unbalanced and Shape-Adaptive Wavelets to Wild Binary Segmentation
Piotr Fryzlewicz, London School of Economics
2:25 PM
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Nonparametric Profile Monitoring
Peihua Qiu, University of Minnesota
2:30 PM
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Composite Kaplan-Meier and Semiparametric Commensurate Bayesian Methods for Post-Market Medical Device Surveillance with Historical Survival Information
Thomas Murray, University of Minnesota; Brian Hobbs, The University of Texas M.D. Anderson Cancer Center; Ted Lystig, Medtronic, Inc.; Bradley P. Carlin, University of Minnesota
2:45 PM
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Nonparametric Estimation of Copula by Empirical Copula Spline Smoothing
Ayi Ajavon; François Perron, Université de Montreal
3:05 PM
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Switching Nonparametric Regression Models
Camila De Souza, University of British Columbia; Nancy Heckman, University of British Columbia
3:20 PM
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Extending the Scope of Empirical Mode Decomposition by Smoothing
Hee-Seok Oh, Seoul National University
3:25 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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The Super Learner for Estimating Nonlinear Associations in the Cox Regression Model
Elizabeth Malloy, American University; Philip Gautier, Purdue University; Cynthia Cook, American University; Melissa K. Bergeron, Freddie Mac
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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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Fast and Stable Multiple Smoothing Parameter Selection in Smoothing Spline Analysis of Variance Models with Large Samples
Nathaniel Helwig, University of Illinois; Ping Ma, University of Illinois at Urbana-Champaign
8:55 AM
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Local Polynomial Density Estimation with Interval Censored Data
Derick Peterson, University of Rochester; Mark J van der Laan, University of California-Berkeley
8:55 AM
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Controlling the Local False Discovery Rate in the Adaptive Lasso
Joshua Sampson, DCEG, National Cancer Institute; Nilanjan Chatterjee, National Cancer Institute; Raymond J. Carroll, Texas A&M University; Samuel Mueller, University of Sydney
9:05 AM
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Generalized Quasi-Likelihood Method in Quantile Regression for Longitudinal Data
Xiaoming Lu, Memorial Univ of Newfoundland
9:05 AM
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On Sample Size for Nonparametric Regression and Partial Linear Models
Li-Shan Huang, National Tsing Hua University; Hsiao-Hsian Gao, National Tsing Hua University
9:15 AM
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Strategies for Joint Modeling of Longitudinal Inflammation and Health Events for Patients on Hemodialysis
Joel A. Dubin, University of Waterloo
9:25 AM
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Parameterization and Smoothing Using Bernstein Polynomials: Another Look at Beta Mixture
Zhong Guan, Indiana University South Bend
9:50 AM
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Time Series Forecasting with R
Deepak Sanjel
9:50 AM
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Penalized Spline Regression for Comparing Spectroscopic Analyses of Protein Unfolding: Methods in a Bayesian Framework
Miranda Lynch, UConn Health Center
9:55 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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Spline Models for the Analysis of Spatio-Temporal Count Data
Jon Wakefield, University of Washington; Cici Bauer, Brown
2:05 PM
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On Estimation for Partial Linear Models
Sucharita Ghosh, Swiss Federal Research Institute WSL
2:05 PM
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Quasi-Likelihood-Based Focused Information Criterion and Frequentist Model Averaging for Longitudinal Data
Hui Yang; Guohua Zou, Chinese Academy of Sciences; Hua Liang, University of Rochester
2:20 PM
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Random Effects Old and New: It Affects Your Simulation Design
James Hodges, Univ of Minnesota
2:25 PM
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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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Improved Sampling Weight Calibration by Generalized Raking with Optimal Unbiased Modification
Avi Singh, NORC at the University of Chicago; Nadarajasundaram Ganesh, NORC at the University of Chicago; Yongheng Lin, NORC at the University of Chicago
2:35 PM
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Score and Observed Information Matrix Estimation in State-Space Models Using Sequential Monte Carlo
Pierre Etienne Jacob, National University of Singapore; Arnaud Doucet, University of Oxford; Sylvain Rubenthaler, CNRS Nice
2:45 PM
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Likelihood Ratio Tests in Two Gamma Populations for Equality of Shape Parameters
Ram Tripathi, Univ of Texas At San Antonio; Jerome P. Keating, The University of Texas at San Antonio
3:20 PM
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Wednesday, 08/07/2013
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Effect of Smoothing in a Generalized Linear Mixed Model Context on Estimation of Covariance Structures for Clustered or Longitudinal Data
Muhammad Mullah, McGill University; Andrea Benedetti, McGill University
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A Localized Conditional Autoregressive Model for Residual Spatial Confounding in Air Pollution and Health Studies
Duncan Paul Lee, University of Glasgow
8:35 AM
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Spatially Composite Quantile Regression in Neuroimaging Data Analysis
Linglong Kong, University of Alberta; Hongtu Zhu, UNC-Chapel Hill
9:35 AM
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Mapping the Intergalactic Medium Using Lyman-Alpha Data and Persistent Homology
Jessi Cisewski, Carnegie Mellon University; Christopher R. Genovese, Carnegie Mellon University; Larry Wasserman, Carnegie Mellon University; Rupert Croft, Carnegie Mellon University; Peter Freeman, Carnegie Mellon University; Melih Özbek, Carnegie Mellon University
9:50 AM
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Induced Smoothing Method for Optimal Treatment Learning
Runchao Jiang, North Carolina State University; Wenbin Lu, Department of Statistics, North Carolina State University; Rui Song, North Carolina State University
10:35 AM
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A Non-Gaussian Family of State-Space Models with Exact Marginal Likelihood
Dani Gamerman, Instituto De Matematica-UFRJ; Glaura da Conceição Franco, Universidade Federal de Minas Gerais; Thiago Rezende dos Santos, Universidade Federal de Minas Gerais
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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Nonparametric and Semiparametric Regression Analysis of Group Testing Samples
Mingyu Li, Celgene; Min-ge Xie, Rutgers University
2:20 PM
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Thursday, 08/08/2013
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Asymptotic F Test in a GMM Framework with Cross Sectional Dependence
Yixiao Sun, UC San Diego; Min Seong Kim, Ryerson 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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Bayesian Hierarchical Multi-Subject Multiscale Analysis of Functional MRI Data
Marco Ferreira, University of Missouri; Nilotpal Sanyal, University of Missouri
9:55 AM
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Multivariate Spatial Data Fusion for Global Remote Sensing Data Sets
Hai Minh Nguyen, Jet Propulsion Laboratory; Matthias Katzfuss, Universität Heidelberg; Noel Cressie, National Institute for Applied Statistics Research Australia; Amy Braverman, Jet Propulsion Laboratory
10:35 AM
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A Bayesian Spatio-Functional Clustering Model Based on Wavelet Smoothing, with Application to Climate Change Study
Zhen Zhang, Michigan State University; Chae Young Lim, Michigan State; Tapabrata Maiti, Michigan State University
10:35 AM
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Smoothing with Cauchy Process Priors and Cauchy Errors
Paul Speckman, Univ. of Missouri-Columbia
10:55 AM
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Bayesian Multivariate Estimate of Global Temperature Trends
Shawn Ni, Univ of Missouri - Columbia; Dongchu Sun, University of Missouri
11:15 AM
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State-Space Time-Series Clustering and Inference Using Discrepancies Based on the Kullback-Leibler Information and the Mahalanobis Distance
Eric Foster, The University of Iowa; Joseph Cavanaugh, University of Iowa
11:35 AM
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Partial Informative Normal and Bayesian Smoothing Splines
Sifan Liu, University of Missouri - Columbia; Dongchu Sun, University of Missouri
11:35 AM
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Processing Blurred Images with Random Data
Walid Sharabati, KFUPM; Mohamed Al-Gebeily, King Fahd University of Petroleum and Minerals
11:50 AM
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Applying Fully Bayesian Spline Smoothing to Estimate Yield Curves
Xiaojun Tong, University of Missouri-Columbia; Zhuoqiong He, University of Missouri-Columbia; Dongchu Sun, University of Missouri; Shawn Ni, Univ of Missouri - Columbia
11:55 AM
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