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Monday, 08/01/2011
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Manifold Learning for High-Dimensional Data
David Dunson, Duke University
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Significance Analysis and Statistical Dissection of Variably Methylated Regions
Andrew Jaffe, The Johns Hopkins University
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Continuous Positive Airway Pressure (CPAP) Adherence in a Sample (N=208) of Mostly Male Military Veterans Diagnosed with Sleep Apnea
Matthew R. Marler, Independent Consultant
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A Wavelet-Based Historical Functional Linear Mixed Model for Examining the Acute Health Effects of Pollution Exposure
Elizabeth Malloy, American University; Brent Coull, Harvard School of Public Health; Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center; Sara Adar, University of Michigan; Helen Suh, Harvard School of Public Health; Diane Gold, Harvard School of Public Health
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Sparse Bayesian Semiparametric Predictive Modeling with Applications in Unobserved Dose-Response Prediction
Ben Haaland, Duke University
8:35 AM
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Functional Sliced Average Variance Estimates
Wenting Fan, University of Georgia; Yehua Li, University of Georgia
8:35 AM
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Semiparametric Functional Linear Model
Dehan Kong, North Carolina State University; Fang Yao, University of Toronto; Hao "Helen" Zhang, North Carolina State University
9:05 AM
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Functional Component Selection in Functional Additive Models
Hongxiao Zhu, Statistical and Applied Mathematical Sciences Institute; Fang Yao, University of Toronto; Hao "Helen" Zhang, North Carolina State University
9:20 AM
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Analysis of Longitudinal Data with Multiple Response Functions
Jeng-Min Chiou, Academia Sinica
9:35 AM
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Various Aspects of Model Selection in Functional/Longitudinal Data Analysis
Naisyin Wang , University of Michigan
11:50 AM
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Bayesian Hierarchical Monotone Regression I-Splines for Dose-Response Modeling and Drug-Drug Interaction Analysis: Application to In Vitro Studies
Violeta Hennessey, Amgen Inc.; Veera Baladandayuthapani, The University of Texas MD Anderson Cancer Center; Gary Rosner , The Johns Hopkins University
12:05 PM
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Tuesday, 08/02/2011
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A Natural Approach for Addressing Multiplicity Involving Neuroscience Functional Data
Junshui Ma, Merck Research Laboratories; Svetnik Vladimir, Merck Research Laboratories
9:05 AM
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Spatio-Temporal Models for Wireless Network Data
Ganesh K. Subramaniam, AT&T Labs Research; Colin Goodall, AT&T Labs Research; Ravi Varadhan, The Johns Hopkins University
9:50 AM
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Semiparametric Stochastic Modeling of the Rate Function in Longitudinal Studies
Bin Zhu, Duke University; Peter Song, University of Michigan; Jeremy Michael George Taylor, University of Michigan
10:55 AM
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Sparse Functional Data with a Periodic Component: Methods and Applications to Psychiatric Data
Catherine Ann Sugar, University of California at Los Angeles
2:55 PM
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Adaptive, Robust Functional and Image Regression in Functional Mixed Models
Hongxiao Zhu, Statistical and Applied Mathematical Sciences Institute; Philip J. Brown, University of Kent at Canterbury; Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
3:20 PM
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Wednesday, 08/03/2011
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Follow-Up Testing in Functional ANOVA
Olga A. Vsevolozhskaya, Montana State University; Mark Greenwood, Montana State University
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Robust Principal Component Estimation of Functional Logistic Regression
Melody Denhere, Auburn University; Nedret Billor, Auburn University
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Robust Functional Singular Value Decomposition Method
Lingsong Zhang, Purdue University
8:55 AM
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Population Functional Data Analysis of Group ICA-Based Connectivity Measures from fMRI
Shanshan Li, The Johns Hopkins University; Brian Caffo, The Johns Hopkins University; Suresh Joel, The Johns Hopkins University; Stewart Mostofsky, The Johns Hopkins University; Jim Pekar, The Johns Hopkins University; Susan Bassett, The Johns Hopkins University
9:55 AM
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Modeling Hourly Day-Ahead Electricity Prices: A Functional Data Analysis Approach
Asitha Edirisinghe, Missouri University of Science and Technology; V. A. Samaranayake, Missouri university of Science and Technology
10:05 AM
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Inverse Regression for Functional and Longitudinal Data
Jane-Ling Wang, University of California at Davis; Wei Yu, Genentech
10:35 AM
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Clustering Functional Data via Multivariate Functional Halfspace Depth
Gerda Claeskens, Katholieke Universiteit Leuven
11:00 AM
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Monitoring the Structural Change of the Intraday Volatility Pattern
Robertas Gabrys, University of Southern California; Siegfried Hörmann, Université Libre de Bruxelles; Piotr Kokoszka, Utah State University
2:05 PM
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Nonlinear Manifold Representations for Functional Data
Hans-Georg Mueller, University of California at Davis
2:55 PM
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