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Sunday, 08/04/2013
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Modeling Repeatedly Observed Functional Data
Hans-Georg G. Müller, University of California, Davis; Kehui Chen, University of Pittsburgh
2:30 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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Dimension Reduction for Sparse Functional Data
Edwin Kam Fai Lei, University of Toronto; Fang Yao, University of Toronto; Yichao Wu, NC State University
3:05 PM
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Hurricane Forecasting Using a Multivariate Spatial Functional Linear Model
Christopher Krut, North Carolina State University; Montserrat Fuentes, North Carolina State University; Brian J. Reich, North Carolina State University
4:20 PM
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Functional Data Analysis for fMRI
Martin Lindquist, Johns Hopkins Bloomberg School of Public Health
4:25 PM
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Semiparametric Mixed Model for Detection of Rapid Disease Progression
Leo Li Duan, Cincinnati Children's Hospital Medical Center; John P. Clancy, Cincinnati Children's Hospital Medical Center; Rhonda D. Szczesniak, Cincinnati Children's Hospital Medical Center
4:50 PM
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Monday, 08/05/2013
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Functional Analysis of Variance with Application to Genetic Association Study
Olga Vsevolozhskaya, Montana State University; Mark C. Greenwood, Montana State University
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Wavelet-Based Principal Component Analysis for Functional Mixed Effects Models
Xiaochen Cai, Columbia University; R. Todd Ogden, Columbia University
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Investigating the Variation in the Annual Progression of Snow Accumulation and Melt in the Sierra Nevada: A Functional Data Analysis Approach
Eduardo Montoya, California State University, Bakersfield; Wendy Meiring, University of California, Santa Barbara; Jeff Dozier, University of California, Santa Barbara
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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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Functional Data Techniques for Mapping of Neurodevelopmental Trajectories
Philip Reiss, New York University; Lei Huang, Johns Hopkins University; Huaihou Chen, New York University; Thaddeus Tarpey, Wright State University
9:00 AM
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New Ideas for Sufficient Dimension Reduction for Functional Data
James Wright
9:05 AM
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Fourier Analysis of Stationary Time Series in Function Space
Shahin Tavakoli, EPFL; Victor Panaretos, EPFL
9:35 AM
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Ecological Prediction with Nonlinear Multivariate Time-Frequency Functional Data Models
Christopher K. Wikle, University of Missouri; Wen-Hsi Yang, University of Missouri; Scott H. Holan, University of Missouri; Mark L. Wildhaber, U.S. Geological Survey
9:50 AM
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Bayesian Object Regression for Complex, High-Dimensional Data
Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center; Veera Baladandayuthapani, The University of Texas MD Anderson Cancer Center
9:55 AM
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Permutation Tests for Comparison of Covariance Operators
Davide Pigoli, University of Warwick; John Aston, University of Warwick; Ian L. Dryden, University of Nottingham; Piercesare Secchi, Politecnico di Milano
10:05 AM
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Estimating Simultaneous Confidence Bands for the Mean Function: A Wild Bootstrap Approach
Chung Chang, NSYSU; R. Todd Ogden, Columbia University
10:50 AM
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Statistical Analysis of Raman Spectroscopy Data in a Bone Healing Study
Arash Amini, University of Michigan; Liza Levina , University of Michigan; Kirby Shedden, University of Michigan
11:05 AM
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Comparison of Nonparametric Functional Data Analysis Methods
Kathryn Prewitt, Arizona State University
11:05 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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An Overview of Profile Monitoring
William H. Woodall, Virginia Tech
2:05 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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Tuesday, 08/06/2013
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Group Lasso in Functional Logistic Regression
Jessica Godwin, Auburn University; Nedret Billor, Auburn University
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Bayesian Hierarchical Feature Selection of Structured Functional Predictors for Multilevel Functional Data Measured with Error
Yize Zhao, Emory University; Jian Kang, Emory University; Qi Long, Emory University, Department of Biostatistics
8:35 AM
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Principal Component Analysis for Multivariate Functional Data
Jeng-Min Chiou, Academia Sinica
8:35 AM
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Joint Modeling of Paired Spatially Correlated Multilevel Functional Data
Beth Tidemann-Miller, North Carolina State University; Brian J. Reich, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:35 AM
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Canonical K-Means Clustering for Constructing Moderator Importance Plots
Thaddeus Tarpey, Wright State University; Eva Petkova, New York University
10:35 AM
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Functional Linear Models for Association Analysis of Quantitative Traits
Ruzong Fan, National Institutes of Health; Yifan Wang, National Institutes of Health; Momiao Xiong, The University of Texas; James L. Mills, NICHD, National Institutes of Health; Alexander F, Wilson, NHGRI, National Institutes of Health; Joan E. Bailey-Wilson, NHGRI, National Institutes of Health
11:20 AM
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Functional Data Analytic Approaches to Identifying Biosignatures Based on Imaging Data
R. Todd Ogden, Columbia University
11:35 AM
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Manifold Regression for Functional Data
Andrew Farris, UC Davis; Hans-Georg G. Müller, University of California, Davis
11:55 AM
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Domain-Interaction Functional Regression Models for Functions with Varying Domains
Jonathan Gellar, Johns Hopkins Bloomberg School of Public Health; Elizabeth Colantuoni, Johns Hopkins Bloomberg School of Public Health; Dale Needham, Johns Hopkins School of Medicine; Ciprian M. Crainiceanu, The Johns Hopkins University
12:00 PM
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The Role of Bayesian Analysis for an Emerging Class of Complex Data: Object Data
Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
12:30 PM
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Penalized Function-on-Function Regression
Andrada Ivanescu, East Carolina University; Ana-Maria Staicu, North Carolina State University; Fabian Scheipl, Ludwig-Maximilians-Universität München; Sonja Greven, Ludwig-Maximilians-Universität München
2:05 PM
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Functional Principal Components Mixture Regression with Application to CT Image Data
Lucy Robinson, Drexel University; Sriram Balasubramanian, Drexel University; Silpa Reddy, Drexel University
2:20 PM
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Robust Adaptive Functional Mixed Models for Correlated Functional Data
Hongxiao Zhu, Virginia Tech; Jeffrey S. Morris, The University of Texas MD Anderson Cancer Center
2:25 PM
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Regularized Matrix Decomposition and Its Applications
Jianhua Z. Huang, Texas A&M University
2:30 PM
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Classical and Bayesian Methods of Smooth Global Testing for Functional Linear Models
Dan Spitzner, University of Virginia
2:45 PM
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Logistic Regression Classifiers with Longitudinal Data
Daniel Jeske, University of California; Jun Li, Unviversity of California; Xin Zhang, University of California; Vance Wong, Alere Corporation; Brian Noland, Alere Corporation
3:05 PM
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Advances in Functional Mixed Models
Tapabrata Maiti, Michigan State University; Samiran Sinha, Texas A&M University; Ping-Shou Zhong, Michigan State University
3:05 PM
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Functional Spectral Analysis
Robert Krafty, University of Pittsburgh; Wensheng Guo, University of Pennsylvania; Martica Hall, University of Pittsburgh
3:25 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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Representing Derivatives and Inferring Empirical Dynamics for Longitudinal Data
Wenwen Tao, UC davis; Hans-Georg G. Müller, University of California, Davis
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The Spatial Approach to Functional Data Analysis: Quantiles with Confidence Bands
Uditha Wijesuriya, The University of Texas at Dallas; Robert Serfling, The University of Texas at Dallas
8:35 AM
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Functional Interaction Model
Ana-Maria Staicu, North Carolina State University; Joseph Usset, North Carolina State University; Arnab Maity, North Carolina State University
8:55 AM
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Wavelet-Based Scalar-on-Function Finite Mixture Regression Models
Adam Ciarleglio, Columbia University; R. Todd Ogden, Columbia University
9:15 AM
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Unifying Amplitude and Phase Analysis: A Functional Multivariate Mixed-Effects Approach
Pantelis Hadjipantelis, University of Warwick; John Aston, University of Warwick; Jonathan P. Evans, Academia Sinica; Hans-Georg G. Müller, University of California, Davis
9:35 AM
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Empirical Likelihood for Testing Functions Constraint with Functional Data
Honglang Wang, Michigan State University; Ping-Shou Zhong, Michigan State University; Yuehua Cui, Michigan State University
9:35 AM
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Estimation of Treatment Policies Based on Functional Predictors
Ian McKeague, Columbia University; Min Qian, Columbia University
9:35 AM
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Dimension Reduction in Functional Data Classification
Santiago Velilla, Universidad Carlos III
10:35 AM
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Branching Out with Level Set Trees: Generalizing Beyond Densities and Enabling Interactive Data Analysis
Brian P. Kent, Carnegie Mellon University Department of Statistics; Alessandro Rinaldo, Carnegie Mellon University; Timothy Verstynen, Carnegie Mellon University Dept of Psychology and Ctr for the Neural Basis of Cognition
11:05 AM
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Distances and Inference for Covariance Functions
John Aston, University of Warwick; Davide Pigoli, Politecnico di Milano; Ian L. Dryden, University of Nottingham; Piercesare Secchi, Politecnico di Milano
11:25 AM
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Hypothesis-Testing for Curves Comparison: Permutation Approach vs. Trigonometric Expansion Methods
Livio Corain, University of Padova; Viatcheslav B. Melas, St. Petersburg State University; Andrey Pepelyshev, RWTH Aachen University; Luigi Salmaso, University of Padova
2:50 PM
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A Comprehensive Framework for Registration and Shape Analysis of Functional Data
Anuj Srivastava, Florida State University
2:55 PM
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Bayesian Registration and Shape Analysis of Object Data, with Applications to Proteomics and Medical Imaging
Ian L. Dryden, University of Nottingham
3:20 PM
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