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Sunday, 08/01/2010
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A Bayesian Model for EEG Frequency-Domain Functional Connectivity
Wesley Thompson, University of California, San Diego
2:25 PM
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A Probabilistic Group Independent Component Analysis Model and a Fast Approximate Estimation Approach
Ying Guo, Emory University
2:45 PM
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Automated, Robust Analysis of Quantitative Image Data Using Functional Mixed Models and Isomorphic Basis-Space Modeling
Jeffrey S. Morris, MD Anderson Cancer Center; Veera Baladandayuthapani, MD Anderson Cancer Center; Hongxiao Zhu, MD Anderson Cancer Center
4:05 PM
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Model Selection for Dependent Data via the Minimum Description Length Principle
Li Li, University of Toronto; Radu Craiu, University of Toronto; Fang Yao, University of Toronto
4:50 PM
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Wavelet-Based Functional Linear Regression
Yihong Zhao, Columbia University; Todd Ogden, Columbia University
4:55 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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Dynamic Multiscale Analysis of Functional MRI Data
Marco Ferreira, University of Missouri; Nilotpal Sanyal, University of Missouri
5:20 PM
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Monday, 08/02/2010
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WITHDRAWN: Functional Mixed-Effects Modeling of Electroencephalographic (EEG) Data
Shubhankar Ray, Merck & Co., Inc.
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Analysis of Computer Experiments with Functional Response
Ying Hung, Rutgers University; Roshan Vengazhiyil Joseph, Georgia Institute of Technology
8:35 AM
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Integrating Ordinary Differential Equations into Functional Mapping for Soybean Data
Guifang Fu, Penn State; Rongling Wu, Penn State
9:05 AM
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Functional Additive Models
Fang Yao, University of Toronto; Hans-Georg Mueller, University of California, Davis
9:15 AM
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A Simultaneous Confidence Band for Sparse Longitudinal Regression
Shujie Ma, Michigan State University; Lijian Yang, Michigan State University; Raymond Carroll, Texas A&M University
9:35 AM
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Large-Margin, Single-Path Hierarchical Classification with a General Loss
Lingzhou Xue, University of Minnesota; Xiaotong Shen, University of Minnesota
9:55 AM
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Analysis of Multiple Random Functions via Dynamic Constraints
Jeng-Min Chiou, Academia Sinica; Hans-Georg Mueller, University of California, Davis
11:20 AM
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Functionals of Order Statistics and Their Multivariate Concomitants for Stationary Time Series
Ba Manh Chu, Carleton University; Kim P. Huynh, Indiana University; David T. Jacho-Chavez, Indiana University
2:20 PM
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Functional Latent Feature Models
Naisyin Wang, University of Michigan
2:25 PM
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Reproducibility of blood pressure profiles
Lyndia C. Brumback, University of Washington
2:50 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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Evaluating Functional Autocorrelation Within Spatially Distributed Neural Processing Networks
Gordana Derado, Emory University; DuBois Bowman, Emory University
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Wavelet-Based Functional Linear Mixed Models for Panel Study Data
Elizabeth J. Malloy, American University; Jeffrey S. Morris, MD Anderson Cancer Center; Sara D. Adar, University of Michigan School of Public Health; Helen Suh, Harvard School of Public Health; Dianne R. Gold, Harvard School of Public Health; Brent A. Coull, Harvard School of Public Health
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Functional Data Analysis on Longitudinal Tract-Based DTI
Hongbin Gu, The University of North Carolina at Chapel Hill; Spencer Hayss, The University of North Carolina at Chapel Hill
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Facilitating Communication About Analysis Data Needs Across Functional Areas
Steven Kirby, MDS Pharma Services
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Software Design for Functional Data with Multi-Index Arguments
James Owen Ramsay, McGill University
8:35 AM
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Functional Data Analysis of the Trends and Predictors of Climate in BC
Simon Joseph Bonner, The University of British Columbia; Nathaniel Kenneth Newlands, Agriculture and Agri-Food Canada; Budong Qian, Agriculture and Agri-Food Canada; Nancy Heckman, The University of British Columbia
8:35 AM
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Estimating Functionals of Multistate Processes Under Cross-Sectional Sampling
Micha Mandel, Hebrew University of Jerusalem
8:55 AM
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Generalized Functional Latent Feature Models with Single-Index Interactions
Raymond Carroll, Texas A&M University; Yehua Li, The University of Georgia; Naisyin Wang, University of Michigan
9:00 AM
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Profile Data in the Food Industry
Eric Lagergren, Kraft Foods; Wu Ge, Kraft Foods; Mahesh Padmanabhan, Kraft Foods
9:20 AM
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Longitudinal Functional Principal Component Analysis
Ciprian Crainiceanu, The Johns Hopkins University
9:25 AM
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Empirical Dynamics for Longitudinal Data
Hans-Georg Mueller, University of California, Davis; Fang Yao, University of Toronto
9:50 AM
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Distribution-Free Models for Latent Population Mixtures
Hui Zhang, University of Rochester Medical Center
9:50 AM
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Inference Methods in Functional Mixed Effects Models
David Degras, The University of Chicago
10:35 AM
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Permutation MANOVA for Functional Linear Models and Regionalized Follow-Up Tests
Mark C. Greenwood, Montana State University
10:55 AM
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Nonidentifiable Issues in a Bayesian Cox Cluster Process Model for Functional Neuroimaging Data Analysis
Jian Kang, University of Michigan; Timothy D. Johnson, University of Michigan
10:55 AM
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Estimating the Effect of Covariates on Functional Shape
Kert Viele, University of Kentucky; Robin Cooper, University of Kentucky
11:15 AM
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Detecting Financial Fraud Using Rule Ensembles on Functional Covariates
David G. Whiting, Brigham Young University
11:50 AM
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Robust Diagnostic Measures for the Functional Linear Model with Scalar Response
Nedret Billor, Auburn University; Pallavi Sawant, Auburn University
2:05 PM
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Functional Coefficient Autoregressive Models for Nonlinear Time Series
Alireza Tahai, Mississippi State University; Mehrzad Netadj, Mississippi State University
2:05 PM
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Pointwise Testing of Functional Data
Shubing Wang, Merck & Co., Inc.; Jia Cao , Columbia University
2:20 PM
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Nonparametric Functional Mapping of Quantitative Trait Loci
Jie Yang, St. Jude Children's Research Hospital; George Casella, University of Florida; Rongling Wu, Penn State
2:30 PM
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Functional Embedding in the Discriminant Analysis of Gene Expression Profiles
Ping-Shi Wu, Lehigh University
2:35 PM
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Recent History Functional Linear Models for Sparse Longitudinal Data
Kion Kim, Penn State; Damla Senturk, Penn State
2:35 PM
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Functional Clustering in Nested Designs
Abel Rodriguez, University of California, Santa Cruz; David Dunson, Duke University
2:45 PM
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Functional Boxplots for Complex Data Visualization
Ying Sun, Texas A&M University; Marc Genton, Texas A&M University
3:05 PM
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Wednesday, 08/04/2010
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MATLAB Toolbox for the Analysis of fMRI Data: A Bayesian Spatial Model for Activation and Connectivity
Lijun Zhang, Emory University; Sanjay Agravat, Emory University; Gordana Derado, Emory University; DuBois Bowman, Emory University
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The Impact of Functional Impairment on the Survival of Patients with Alzheimer's Disease
Fuwen Liang, MD Anderson Cancer Center
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Hierarchical Bayesian Models for Predicting Spatially Correlated Curves
Bani K. Mallick, Texas A&M University
8:35 AM
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Reliable Measures of Functional Connectivity in the Brain in the Presence of Physiological Nuisance Signals
Ohn Jo Koh, Southern Methodist University; William R. Schucany, Southern Methodist University; Jeffrey Spence, The University of Texas Southwestern Medical Center at Dallas; Wayne A. Woodward, Southern Methodist University
8:35 AM
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Functional Mixed-Effects Model for Analyzing fMRI Data
Ragnheidur Haraldsdottir, Columbia University; Martin Lindquist, Columbia University
8:50 AM
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Functional Principal Component Analysis of Density Families with Categorical and Continuous Data on Canadian Entrant Manufacturing Firms
Kim P. Huynh, Indiana University; David T. Jacho-Chavez, Indiana University; Robert J. Petrunia, Lakehead University; Marcel Cristian Voia, Carleton University
9:05 AM
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Learning Functional Brain Connectivity with Time-Series Bayesian Network from fMRI Data
Xiangxiang Meng, University of Cincinnati; Xiaodong Lin, Rutgers University
9:20 AM
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Classification of Functional Data: Unsupervised Curve Clustering When Curves Are Misaligned
Laura M. Sangalli, Politecnico di Milano; Piercesare Secchi, MOX - Dipartimento di Matematica, Politecnico di Milano; Simone Vantini, MOX - Dipartimento di Matematica, Politecnico di Milano; Valeria Vitelli, MOX - Dipartimento di Matematica, Politecnico di Milano
9:25 AM
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Distribution-Free Inference for Arbitrary Functionals of Survival
Kyle D. Rudser, University of Minnesota; Michael LeBlanc, Fred Hutchinson Cancer Research Center; Scott Emerson, University of Washington
9:35 AM
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The Measurement of Disability in the 2008 American Community Survey
Matthew Brault, U.S. Census Bureau
9:35 AM
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Functional Analysis of Tracted-Based Diffusion Tensors
Hongtu Zhu, The University of North Carolina at Chapel Hill; Martin Styner, The University of North Carolina at Chapel Hill; John H. Gilmore, The University of North Carolina at Chapel Hill
10:35 AM
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Functional Mixed Effects Modeling by Parameter Cascading
Jiguo Cao, Simon Fraser University; James Owen Ramsay, McGill University
10:35 AM
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Using Agent-Based Models in Statistics and Statistics in Agent-Based Modeling: Examples in Facebook and eBay
William Rand, University of Maryland Robert H. Smith School of Business; Wolfgang Jank, University of Maryland Robert H. Smith School of Business; Michael Trusov, University of Maryland Robert H. Smith School of Business; Wei Guo, University of Maryland Robert H. Smith School of Business
11:05 AM
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Longitudinal Functional Principal Component Analysis with Application to DTI Tractography Data
Sonja Greven, Ludwig-Maximilians-University Munich; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
11:15 AM
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Structured Penalties for Generalized Functional Linear Models (GFLM)
Jaroslaw Harezlak, Indiana University School of Medicine; Tim Randolph, Fred Hutchinson Cancer Research Center; Ziding Feng, Fred Hutchinson Cancer Research Center
11:15 AM
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Determining Differences in Functional Connectivity Using a Combined fMRI/DTI Analysis
DuBois Bowman, Emory University; Shuo Chen, Emory University; Gordana Derado, Emory University
11:35 AM
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Semiparametric Functional Mapping for Irregular Longitudinal Data Using Penalized Spline and MCMC
Kiranmoy Das, Penn State
11:50 AM
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Analysis of Long-Period Variable Stars with Nonparametric Tests for Trend Detection
Woncheol Jang, The University of Georgia; Cheolwoo Park, The University of Georgia; Jeongyoun Ahn, The University of Georgia; Martin Hendry, University of Glasgow
2:05 PM
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Independent Component Analysis of fMRI Data with Application to the Study of Functional Connectivity in Neurodegeneration
Dai Feng, Merck & Co., Inc.; Richard Baumgartner, Merck Research Laboratories; Alexandre Coimbra, Merck & Co., Inc.; Marie Holahan, Merck & Co., Inc.; Jacquelynn Cook, Merck & Co., Inc.; Donald Williams, Merck & Co., Inc.
2:05 PM
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Penalized Functional Regression
Jeff Goldsmith, Johns Hopkins Bloomberg School of Public Health; Jennifer Feder, Johns Hopkins Bloomberg School of Public Health; Ciprian Crainiceanu, The Johns Hopkins University; Brian Scott Caffo, Johns Hopkins Bloomberg School of Public Health; Daniel Reich, National Institutes of Health
2:25 PM
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The Statistical Analysis of Pharmacological fMRI Data, with an Application to a Study of Expectancy-Based Enhancement of Opioid Analgesia
Martin Lindquist, Columbia University; Lauren Atlas, Columbia University; Tor Wager, University of Colorado
2:25 PM
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Functional Connectivity Growth Charts
Philip T. Reiss, New York University; Lei Huang, New York University; Eva Petkova, New York University; Michael P. Milham, New York University; F. Xavier Castellanos, New York University
2:45 PM
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Reversible Jump MCMC for Parametric Functional Data Models: Changing Models Through Function Space Mappings
David A. Campbell, Simon Fraser University
2:45 PM
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Robust Functional Principal Components Analysis for Skewed Distributions and Its Application to Outlier Detection
Liangliang Wang, The University of British Columbia; Nancy Heckman, The University of British Columbia; Matias Salibián-Barrera, The University of British Columbia
3:05 PM
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Thursday, 08/05/2010
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Joint Modeling of Paired Sparse Functional Data Using Principal Components
Lan Zhou, Texas A&M University; Jianhua Huang, Texas A&M University; Raymond Carroll, Texas A&M University
8:35 AM
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A Novel Genome Continuum Model for Sequence-Based Association Studies
Li Luo, The University of Texas School of Public Health; Momiao Xiong, The University of Texas School of Public Health
8:35 AM
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Higher-Order Influence Functions and Minimax Estimation of Nonlinear Functionals
James Robins, Harvard School of Public Health
9:35 AM
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Conditional Quantile Analysis for Functional Covariates
Kehui Chen, University of California, Davis; Hans-Georg Mueller, University of California, Davis
9:35 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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Nonparametric Methods in Sensing the Deep Earth
Ping Ma, University of Illinois at Urbana-Champaign
10:55 AM
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Functional Data with Spatially Varying Shape Parameters
Ana-Maria Staicu, North Carolina State University; David Ruppert, Cornell University; Ciprian Crainiceanu, The Johns Hopkins University
10:55 AM
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Defining Probability Density for a Distribution of Random Functions
Aurore Delaigle, The University of Melbourne; Peter Hall, The University of Melbourne
11:15 AM
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Partitioning of Functional Data for Understanding Heterogeneity in Psychiatric Conditions
Eva Petkova, New York University
11:25 AM
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Varying-Coefficient Functional Linear Regression
Yichao Wu, North Carolina State University; Jianqing Fan, Princeton University; Hans-Georg Mueller, University of California, Davis
11:35 AM
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Thresholded Projection Estimator for the Mean Function in Functional Data
Florentina Bunea, Florida State University; Marten Wegkamp, Florida State University; Andrada Ivanescu, East Carolina University
11:55 AM
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