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H = Hilton Chicago, UC= Conference Chicago at University Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Functional Data returned 70 record(s)
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Sunday, 07/31/2016
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On Sufficient Dimension Reduction for Functional Data
Jun Song, Penn State University; Bing Li, Penn State University
2:20 PM
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Nonparametric Spatio-Temporal Analysis of Neuroimaging Data
Nathaniel Helwig, University of Minnesota - Twin Cities
2:30 PM
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Visualizing Long-Term Monitoring Data: Tools for Researchers and Managers
Derek Sonderegger, Northern Arizona University
2:35 PM
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Relevant Brain Region Selection for Predicting MCI to AD Conversion via Functional Data Analysis Approach
Ah Yeon Park, University of Cambridge; John Aston, University of Cambridge; Frederic Ferraty, Toulouse Jean Jaures University
4:05 PM
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Quantifying Waves of Extreme Weather
Joshua French, University of Colorado Denver; Piotr Kokoszka, Colorado State University; Stilian Stoev, University of Michigan
4:50 PM
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Monday, 08/01/2016
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Dynamic Modeling with Conditional Quantile Trajectories for Longitudinal Snippet Data, with Application to Cognitive Decline of Alzheimer's Patients
Matthew Dawson, University of California at Davis; Hans-Georg Mueller, University of California at Davis
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An Approach to Characterizing Driving Behavior Using Distributions of Headway Paths in a Function Space
Ruofei Zhao
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Significance Tests for Time-Varying Covariate Effect in Longitudinal Functional Data
Saebitna Oh, North Carolina State University; Ana-Maria Staicu, North Carolina State University
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Fast Covariance Estimation for Sparse Functional Data
Cai Li, North Carolina State University; Luo Xiao, North Carolina State University; William Checkley, The Johns Hopkins University; Ciprian Crainiceanu, The Johns Hopkins University
8:35 AM
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Generalized Functional Linear Models for Family Sequencing Data
Sneha Jadhav; Hira L. Koul, Michigan State University; Qing Lu, Michigan State University
9:20 AM
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Significance Tests for Time-Varying Covariate Effect in Longitudinal Functional Data
Saebitna Oh, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:55 AM
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Functional Mixed-Effects Models for Longitudinal Data: An Application to Electrical Impedance Myography Data
Kush Kapur, Boston Children's Hospital/Harvard Medical School; Rajesh Selukar, SAS Institute; Basil Darras, Boston Children's Hospital; Seward Rutkove, Beth Israel Deaconess Medical Center
10:05 AM
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Supervised Functional Principal Component Analysis
Yunlong Nie, Simon Fraser University; Jiguo Cao, Simon Fraser University
10:35 AM
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A Two-Stage Model for Wearable Device Data
Jiawei Bai, Johns Hopkins Bloomberg School of Public Health; Yifei Sun, The Johns Hopkins University; Ciprian Crainiceanu, The Johns Hopkins University; Mei-Cheng Wang, The Johns Hopkins University
10:35 AM
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A Geometric Approach to Confidence Regions and Bands for Functional Data
Hyunphil Choi, Penn State University; Matthew Reimherr, Penn State University
10:50 AM
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Optimal Bayes Classifiers for Functional Data and Density Ratios
Xiongtao Dai, Healthy Birth, Growth and Development knowledge integration (HBGDki) Community; Hans-Georg Mueller, University of California at Davis; Fang Yao, University of Toronto
10:50 AM
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Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains
Clara Happ, Ludwig-Maximilians-University Munich; Sonja Greven, Ludwig-Maximilians-University Munich
10:55 AM
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Functional Statistical Process Control Using Elastic Methods
James Derek Tucker, Sandia National Laboratories
11:20 AM
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Flexible Functional Regression Methods for Estimating Individualized Treatment Regimes
Adam Ciarleglio, Columbia University; Eva Petkova, New York University; Thaddeus Tarpey, Wright State University; Robert Todd Ogden, Columbia University
12:05 PM
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DPOAE Test-Retest Difference Curves via Hierarchical Gaussian Processes
Timothy Hanson, University of South Carolina; Junshu Bao, University of South Carolina; Garnett McMillan, National Center for Rehabilitative Auditory Research; Kristin Knight, National Center for Rehabilitative Auditory Research
2:05 PM
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Optimal Design for Sampling Functional Data
So-Young Park, North Carolina State University; Luo Xiao, North Carolina State University; Jayson Wilbur, Metrum Research Group; Ana-Maria Staicu, North Carolina State University
2:05 PM
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Multivariate Depth for Classification of Functional Data
Chong Ma, University of South Carolina; David Hitchcock, University of South Carolina
2:05 PM
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Sparse Mediation Analysis for High-Dimensional Mediators with Application of Neuroimaging and Methylation Data
Seonjoo Lee, Columbia University
2:05 PM
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Functional Data Analysis Approach for Using Longitudinal Biomarker to Predict Disease Progression
Xuelin Huang, MD Anderson Cancer Center; Fangrong Yan, China Pharmaceutical University/MD Anderson Cancer Center; Xiao Lin, China Pharmaceutical University
2:30 PM
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A Functional Data Analysis Framework for Investigating the Interaction Between Genetic Variant Profiles and Environmental Factors
Li Luo, University of New Mexico; Marianne Berwick, University of New Mexico ; Ji-Hyun Lee, University of New Mexico
2:35 PM
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Simultaneous Detection and Estimation of Trait Associations with Genomic Phenotypes
Jean Morrison, University of Washington; Noah Simon, University of Washington; Daniela Witten, University of Washington
2:50 PM
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Nonparametric Estimation and Classification for Functional Data with Spatial Correlation
Yuan Wang, Washington State University; Brian Hobbs, MD Anderson Cancer Center; Kim-Anh Do, MD Anderson Cancer Center; Jianhua Hu, MD Anderson Cancer Center
3:20 PM
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Interactive Graphics for Functional Data Analyses
Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia Mailman School of Public Health
3:35 PM
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Estimating Rate of Change of Carbon Dioxide Emission Using Functional Approach
Ram Kafle, Sam Houston State University; Netra Khanal, University of Tampa; Chris P. Tsokos, University of South Florida
3:35 PM
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Tuesday, 08/02/2016
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Estimating the Coefficients of a Linear Differential Operator to Model Functional Data
Maria Ivette Barraza-Rios, The University of Texas at El Paso; Joan G. Staniswalis, The University of Texas at El Paso
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Clustering of Omics Data in Biological Systems
Min Wang, Mathematical Biosciences Institute
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Model-Free Estimation of Task-Based Dynamic Functional Connectivity and Its Confidence Intervals
Maria Kudela, Indiana University; Mario Dzemidzic, Indiana University School of Medicine; Brandon G. Oberlin, Indiana University School of Medicine; Joaquín Goñi, Purdue University; David A. Kareken, Indiana University School of Medicine; Jaroslaw Harezlak, Indiana University Fairbanks School of Public Health
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GloboLakes: Functional Clustering of MERIS and AATSR Lake Quality and Temperature Data
Ruth O'Donnell, University of Glasgow; Claire Miller, University of Glasgow; Marian Scott, University of Glasgow
8:55 AM
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Generating Treatment Effect Modifiers from Complex Data Modalities
Thaddeus Tarpey, Wright State University; Eva Petkova, New York University; Robert Todd Ogden, Columbia University
8:55 AM
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Predicting Chemical Dose-Response Toxicity Through Chemical Structure Activity Relationships
Matthew Wheeler, CDC/NIOSH
9:15 AM
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Integrated Framework for Analyzing Spatially Correlated Functional Data
Surajit Ray, University of Glasgow
9:15 AM
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Functional Regression and Model Calibration for Air Pollution Data
Marian Scott, University of Glasgow; Alan Hills, Scottish Environment Protection Agency; Lauren sim, University of Glasgow
9:35 AM
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Total Variation Depth for Functional Data: Properties and Applications
Huang Huang, KAUST; Ying Sun, King Abdullah University of Science and Technology
9:50 AM
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Clustering Multiscale Spatial Functional Data with Application to Precipitation Regimes Identification
Haozhe Zhang, Iowa State University; Zhengyuan Zhu, Iowa State University; Shuiqing Yin, Beijing Normal University
10:35 AM
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Variable Selection in the Concurrent Functional Linear Model
Jeff Goldsmith, Columbia Mailman School of Public Health
10:35 AM
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Model-Free Estimation of Task-Based Dynamic Functional Connectivity and Its Confidence Intervals
Maria Kudela, Indiana University; Mario Dzemidzic, Indiana University School of Medicine; Brandon G. Oberlin, Indiana University School of Medicine; Joaquín Goñi, Purdue University; David A. Kareken, Indiana University School of Medicine; Jaroslaw Harezlak, Indiana University Fairbanks School of Public Health
10:45 AM
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Functional Nearest Neighbor Ensembles with Application to Water Quality Monitoring
Jan Gertheiss, Clausthal University of Technology; Karen Fuchs, Siemens AG
10:55 AM
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Dynamic Child Growth Prediction: A Comparative Methods Approach
Andrada E. Ivanescu, Montclair State University; Ciprian Crainiceanu, The Johns Hopkins University; William Checkley, The Johns Hopkins University
11:15 AM
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Testing Separability of Functional Time Series
Panayiotis Constantinou, Penn State University; Piotr Kokoszka, Colorado State University; Matthew Reimherr, Penn State University
11:20 AM
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Functional CAR Models for Large Spatially Correlated Functional Data Sets
Lin Zhang, University of Minnesota; Veera Baladandayuthapani, MD Anderson Cancer Center; Hongxiao Zhu, Virginia Tech; Keith A. Baggerly, MD Anderson Cancer Center; Tadeusz Majewski, MD Anderson Cancer Center; Bogdan A. Czerniak, MD Anderson Cancer Center; Jeffrey S. Morris, MD Anderson Cancer Center
11:25 AM
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Making Sense of Sensors
Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Debangan Dey, Indian Statistical Institute; Andrew Leroux, Johns Hopkins Bloomberg School of Public Health; Jacek Urbanek, Johns Hopkins Bloomberg School of Public Health; Junrui Di, Johns Hopkins Bloomberg School of Public Health
11:25 AM
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Joint Modeling of Noncommensurate Sparse Functional Predictors with an Application to Ecological Momentary Assessment (EMA) Data
Jaroslaw Harezlak, Indiana University Fairbanks School of Public Health; Fei He, Indiana University Fairbanks School of Public Health; Armando Teixeira-Pinto, University of Sydney
11:35 AM
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Dynamic Prediction of Alzheimer's Disease Risk Based on Longitudinal Biomarkers and Functional Data
Sheng Luo, The University of Texas at Houston; Kan Li, The University of Texas at Houston
11:55 AM
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Bilinear Regression with Matrix Covariates in High Dimensions
Dan Yang, Rutgers University; Dong Wang; Hongtu Zhu, The University of North Carolina at Chapel Hill; Haipeng Shen, The University of Hong Kong
2:25 PM
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On Two-Sample Tests in Functional Data Analysis with Dependent Errors
Jan Beran, University of Konstanz; Haiyan Liu, University of Konstanz; Klaus Telkmann, University of Konstanz
2:35 PM
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Optimal Designs for Longitudinal Studies via Functional Data Analysis
Hao Ji, University of California at Davis; Hans-Georg Mueller, University of California at Davis
3:05 PM
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Functional Data Analysis for Sparse and Irregular Longitudinal MRI Measurements in the Developing Brain
Xiongtao Dai, Healthy Birth, Growth and Development knowledge integration (HBGDki) Community; Hans-Georg Mueller, University of California at Davis; Jane-Ling Wang, University of California at Davis
3:25 PM
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Wednesday, 08/03/2016
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
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Single-Index Models for Function-on-Function Regression
Guanqun Cao, Auburn University; Li Wang, Iowa State University
8:35 AM
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Weighing Schemes for Functional Data
Xiaoke Zhang, University of Delaware; Jane-Ling Wang, University of California at Davis
8:55 AM
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Quantifying Functional Connectivity with Data-Adaptive Covariance Matrices for Multivariate Functional Data
Alexander Petersen, University of California at Davis; Hans-Georg Mueller, University of California at Davis
8:55 AM
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A Partial Likelihood Approach to Multivariate Multiscale Functional Data Analysis
Andrew Potter, University of Pittsburgh; Stewart J. Anderson, University of Pittsburgh
9:20 AM
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Clustering Functional Data from High-Throughput Sequencing Assays
Emery Goossens; Heejung Shim, Purdue University
9:50 AM
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Functional Data Methods for Child Growth Data
Luo Xiao, North Carolina State University; Andrew Leroux, Johns Hopkins Bloomberg School of Public Health; William Checkley, The Johns Hopkins University; Ciprian Crainiceanu, The Johns Hopkins University
9:55 AM
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The Statistical Analysis of Dead Bodies: Inverting Entomological Growth Curves Using FDA
John Aston, University of Cambridge; Anjali Mazumder, University of Warwick; Frederic Ferraty, Toulouse Jean Jaures University; Davide Pigoli, University of Cambridge; Martin Hall, Natural History Museum
10:35 AM
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Dating Structural Breaks in Functional Data Without Dimension Reduction
Ozan Sonmez, University of California at Davis; Alex Aue, University of California at Davis; Gregory Rice, University of Waterloo
11:20 AM
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Frechet Regression for Random Objects
Hans-Georg Mueller, University of California at Davis; Alexander Petersen, University of California at Davis
11:25 AM
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Role of Functional Data Analysis in the Big Data Era: Applications to Precision Medicine
Hulin Wu, The University of Texas Health Science Center at Houston
11:50 AM
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Hierarchical Classification Models for Functional Data
Abhirup Mallik; Snigdhansu Chatterjee, University of Minnesota - Twin Cities
2:35 PM
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Functional Variations of Cancer Mortality Rates
Keshav Pokhrel, University of Michigan
3:05 PM
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Thursday, 08/04/2016
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Visuanimation in Statistics
Marc Genton, KAUST; Stefano Castruccio, Newcastle University; Paola Crippa, Newcastle University; Subhajit Dutta, IIT Kanpur; Raphaël Huser, KAUST; Ying Sun, King Abdullah University of Science and Technology; Sabrina Vettori, KAUST
8:35 AM
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Quadratically Regularized Functional Canonical Correlation Analysis and Its Application to Genetic Pleiotropic Analysis of Multiple Phenotypes
Nan Lin; Yun Zhu, Tulane University; Fen Peng, The University of Texas Health Science Center at Houston; Jinying Zhao, Tulane University; Momiao Xiong, The University of Texas Health Science Center at Houston
8:50 AM
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Longitudinal Functional Data Analysis
So-Young Park, North Carolina State University; Ana-Maria Staicu, North Carolina State University
9:05 AM
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The Functional False Discovery Rate Methodology and Applications to Genomics
Xiongzhi Chen, Princeton; David G. Robinson, Stack Overflow; John D. Storey, Princeton
9:35 AM
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Bayesian Generalized ANOVA Modeling for Functional Data Using INLA
Yu Yue, Baruch College; David Bolin, Chalmers University of Technology; Havard Rue, Norwegian University of Science and Technology; Xiao-feng Wang, Cleveland Clinic Lerner Research Institute
9:50 AM
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