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Keyword Search Criteria: Functional Data returned 67 record(s)
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Sunday, 07/30/2017
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Computer Vision Meets Television
Taylor Arnold, University of Richmond; Lauren Tilton, University of Richmond
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Clustering Misaligned Dependent Curves
Piercesare Secchi, Politecnico di Milano; Konrad Abramowicz, Umea University; Per Arnqvist, Umea University; Sara Sj¨ostedt de Luna, Umea University; Simone Vantini, Politecnico di Milano; Valeria Vitelli, University of Oslo
2:05 PM
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Key Issues in Analyzing Big Data for Mental Health Studies: An Illustration Using Functional Data Analysis Methods for EEG
Catherine Ann Sugar, University of California, Los Angeles
2:30 PM
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Estimating Parameters in Complex Systems with Functional Outputs - a Wavelet-Based Approximate Bayesian Computation Approach
Ruijin Lu, Virginia Polytechnic Institute and State University; Hongxiao Zhu, Assistant Professor, Virginia Tech; Chen Ming, Department of Mechanical Engineering, Virginia Tech; Anupam K. Gupta, Department of Mechanical Engineering, Virginia Tech; Rolf Muller, Department of Mechanical Engineering, Virginia Tech
2:35 PM
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Functional Autoregression for Sparsely Sampled Data
Daniel Kowal, Cornell University; David S Matteson, Cornell University; David Ruppert, Cornell University
2:50 PM
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Mixture Inner Product Spaces and Their Application to Functional Data Analysis
Hans-Georg G Müller, University of California, Davis ; Fang Yao, University of Toronto ; Zhenhua Lin, University of Toronto
2:55 PM
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Respiratory Disease Diagnosis for Dolphin using Breath Data
Chinh Lai, Texas A&M University - Corpus Christi; Lei Jin, Texas A&M University -Corpus Christi; Andreas Fahlman, Fundación Oceanogràfic de la Comunitat Valenciana
3:05 PM
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Registration of Functional Data Using the Fisher-Rao Metric
Sebastian Kurtek, The Ohio State University; Anuj Srivastava, Florida State University; Wei Wu, Florida State University; Eric Klassen, Florida State University; J. S. (Steve) Marron, University of North Carolina
3:20 PM
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Clusering functional data using projections
Aurore Delaigle, University of Melbourne; Peter Hall, University of Melbourne; Tung Pham, University of Melbourne
3:20 PM
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Confidence regions for spatial excursion sets from repeated random field observations, with an application to climate
Max Sommerfeld, Universität Göttingen; Stephen Sain, The Climate Corporation; Armin Schwartzman, University of California, San Diego
5:20 PM
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Monday, 07/31/2017
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Analysis of Spatially Correlated Functional Data Objects
Salihah Alghamdi
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
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Smoothing Splines Approach for Longitudinal Analysis of Functional Outcomes
Kush Kapur, Boston Children's Hospital, Harvard Medical School; Rajesh Selukar, SAS Institute Inc; Basil Darras, Boston Children's Hospital, Harvard Medical School; Seward Rutkove, Beth Israel Deaconess Medical Center, Harvard Medical School
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Constrained Functional Clustering of Arctic Sea Ice Extent Data
Tan Tran, Montana State University; Christopher Barbour, Montana State University; Mark Greenwood, Montana State University
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Functional Clustering of Elo Ratings for Competitive Balance Analysis in Professional Soccer Leagues
jinglin feng, Pennsylvania State University; Andrew Hwang, Pennsylvania State University
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Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines
Devin Francom, Lawrence Livermore National Laboratory; Bruno Sanso, University of California Santa Cruz; Ana Kupresanin, Lawrence Livermore National Laboratory
9:10 AM
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Constrained Functional Clustering of Arctic Sea Ice Extent Data
Tan Tran, Montana State University; Christopher Barbour, Montana State University; Mark Greenwood, Montana State University
9:50 AM
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Nonseparable Gaussian Stochastic Process: a Unified View and Computational Strategy
Mengyang Gu, Johns Hopkins University; Yanxun Xu, Johns Hopkins University; Barbara Engelhardt, Princeton University
10:35 AM
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Smoothing Splines Approach for Longitudinal Analysis of Functional Outcomes
Kush Kapur, Boston Children's Hospital, Harvard Medical School; Rajesh Selukar, SAS Institute Inc; Basil Darras, Boston Children's Hospital, Harvard Medical School; Seward Rutkove, Beth Israel Deaconess Medical Center, Harvard Medical School
10:50 AM
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Functional Regression Estimation with Application to Sparsely Observed Data
Ao Yuan, Georgetown University; Hongbin Fang, Georgetown University; Ming T Tan, Georgetown University
11:15 AM
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Functional Clustering of Elo Ratings in Professional Soccer Leagues
jinglin feng, Pennsylvania State University; Andrew Hwang, Pennsylvania State University
11:40 AM
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Functional Classification with Missing Data
Crystal Shaw, CSU Northridge; Majid Mojirsheibani, CSU Northridge
11:50 AM
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Clustering Functional Databased on Change-Point Models for Electronic Monitoring Data
Chongzhi Di, Fred Hutchinson Cancer Research Center; Yifan Zhu, Fred Hutchinson Cancer Research Center; Ying Qing Chen, Fred Hutchinson Cancer Research Center
11:55 AM
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Estimation and Hypothesis Test for Mean Curve with Functional Data by Reproducing Kernel Hilbert Space Methods
Hongbin Fang, Georgetown University; Ming Xiong, Central China Normal University; Ao Yuan, Georgetown University; Ming T Tan, Georgetown University; Colin O. Wu, Office of Biostatistics Research, National Heart, Lung and Blood Institute, NIH
11:55 AM
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FUNctioNal ELastic-Net (FUNNEL) Pipeline for Gene Set Enrichment Analysis with Overlapping
Yun Zhang, University of Rochester; Juilee Thakar, University of Rochester; Xing Qiu, University of Rochester
2:05 PM
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Robust Nonparametric Methods for Sparse and Complex Functional Data
Sara Lopez-Pintado, Columbia University
2:05 PM
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Directional Outlyingness for Multivariate Functional Data
Wenlin Dai, KAUST; Marc G. Genton, KAUST
2:25 PM
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Interactive Graphics for Functional Data Analyzes
Julia Wrobel, Columbia University, Department of Biostatistics; So-Young Park, North Carolina State University, Department of Statistics; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Jeff Goldsmith, Columbia University
2:35 PM
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Total Variation Depth for Functional Data
Ying Sun, King Abdullah University of Science and Technology; Huang Huang, King Abdullah University of Science and Technology (KAUST)
2:45 PM
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Multiway Component Analysis with Functional and Structural Constraints
Nathaniel Helwig, University of Minnesota
2:55 PM
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Functional Data Modeling of Dynamic PET Data
R. Todd Ogden, Department of Biostatistics, Columbia University; Yakuan Chen, Columbia University; Jeff Goldsmith, Columbia University
2:55 PM
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Functional Regression Models for Nonignorable Missing Scalar Responses
Hongtu Zhu, The University of Texas MD Anderson Cancer Center; Tengfei Li, MD Anderson
3:20 PM
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High-Dimensional Functional Data
Juan Romo, Universidad Carlos III de Madrid; Ana Arribas-Gil, Universidad Carlos III de Madrid
3:25 PM
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Tuesday, 08/01/2017
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Functional Principal Component Logistic Regression Model for Online Arabic Handwriting Recognition
Amani Albaqshi, University of Northern Colorado; Khalil Shafie, University of Northern Colorado
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Combining Functional Data with Hierarchical Gaussian Process Models
Valerie Poynor, California State University, Fullerton; Stephan Munch, Southwest Fisheries Science Center
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Multivariate Functional Data Clustering with Automatic Variable Selection
Zhongnan Jin; Yili Hong, Virginia Tech; Qingyu Yang, Department of Industrial and Systems Engineering Wayne State University
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Variable Selection on Functional Data Using Kernel Machine
Haoyu Wang, North Carolina State University
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Robust Feature Selection and Cell Line Classification with Electric Cell-Substrate Impedance Sensing Data
Megan Gelsinger, Cornell University; David S Matteson, Cornell University; Laurie Tupper, Williams College
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Robust Feature Selection and Cell Line Classification with Electric Cell-Substrate Impedance Sensing Data
Megan Gelsinger, Cornell University; David S Matteson, Cornell University; Laurie Tupper, Williams College
8:50 AM
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Testing the Conditional Mean Independence for Functional Data
Chung Eun Lee, University of Illinois-Urbana Champaign; Xianyang Zhang, Texas A&M University; Xiaofeng Shao, University of Illinois, At Urbana-Champaign
10:05 AM
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New Insights into Activity Patterns in Children, Found Using Functional Data Analyzes
Jeff Goldsmith, Columbia University; Xinyue Liu, Analysis Group; Judith Jacobson, Columbia University; Andrew Rundle, Columbia University
10:35 AM
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Variable Selection on Functional Data Using Kernel Machine
Haoyu Wang, North Carolina State University
10:40 AM
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Nonparametric Variable Screening and Preselection for Functional Data with Application to Time Course Gene Expression Profiles
Jan Gertheiss, Clausthal University of Technology
10:55 AM
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Ultra-High-Dimensional Genome-Wide Heritability Analysis with Neuroimaging Phenotypes
Yize Zhao, Weill Cornell Medicine, Cornell University
11:00 AM
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High-Dimensional Function-On-Scalar Regression with Application to Genetic Association Studies
Matthew Reimherr, Penn State; Alice Parodi, Politecnico di Milano
11:15 AM
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Multivariate Functional Data Clustering with Automatic Variable Selection
Zhongnan Jin; Yili Hong, Virginia Tech; Qingyu Yang, Department of Industrial and Systems Engineering Wayne State University
11:45 AM
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A LAG FUNCTIONAL LINEAR MODEL for PREDICTION of MAGNETIZATION TRANSFER RATIO in MULTIPLE SCLEROSIS LESIONS
Gina-Maria Pomann, Duke University ; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Edgar Lobaton, North Carolina State University ; Amanda Mejia, Indiana University; Blake Dewey, NINDS; Daniel Reich, NINDS; Elizabeth M. Sweeney, Flatiron Health; Russell Shinohara, University of Pennsylvania
11:50 AM
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A Neighborhood Hypothesis Test for Functional Data with an Application to Ecological Data
Leif Ellingson, Texas Tech University; Dhanamalee Bandara, Texas Tech University; Souparno Ghosh, Texas Tech University
2:05 PM
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Simple Regression Model Using Shape Predictors
Kyungmin Ahn; Wei Wu, Florida State University; Anuj Srivastava, Florida State University
2:20 PM
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Functional-On-Function Regression for Highly Densely Observed Spiky Functional Data
Xin Qi, Georgia State University; Ruiyan Luo, Georgia State University
2:35 PM
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Registration for Exponential Family Functional Data
Julia Wrobel, Columbia University, Department of Biostatistics; Jeff Goldsmith, Columbia University
2:50 PM
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Wednesday, 08/02/2017
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Empirical Likelihood Methods on Functional Time Series Data
Guangxing Wang, University of California, Davis; Wolfgang Polonik, University of California, Davis
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Dynamic Outlier Detection for Functional Data
Meredith King, North Carolina State University; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Luo Xiao, North Carolina State University; Ciprian M Crainiceanu, Johns Hopkins University
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Association Study of Children's Methylation and Growth Trajectory Using Functional Mixed Models
Colleen McKendry, North Carolina State University; Arnab Maity, North Carolina State University; Jung-Ying Tzeng, North Carolina State University
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A Bayesian Lasso Functional Clustering Model
Alejandro Murua, Universite de Montreal; Folly Adjogou, Université de Montréal; Wolfgang Raffelsberger, Institut de Génetique et de Biologie Moléculaire et Cellulaire, Université de Strasbourg
9:15 AM
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Statistical Challenges in Analysis of Complex Phenotypes Derived from Sequential Images
Dan Nettleton, Iowa State University; Patrick Schnable, Iowa State University; Yehua Li, Iowa State University; Li Wang, Iowa State University; Baskar Ganapathysubramanian, Iowa State University
9:15 AM
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Association Study of Children's Methylation and Growth Trajectory Using Functional Mixed Models
Colleen McKendry, North Carolina State University; Arnab Maity, North Carolina State University; Jung-Ying Tzeng, North Carolina State University
10:05 AM
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Bayesian Estimation of Principal Components for Functional Data
Adam Justin Suarez, Monsanto Company; Subhashis Ghosal, North Carolina State University
10:35 AM
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From Functional Data to Random Objects
Hans-Georg G Müller, University of California, Davis
11:15 AM
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Statistical Analysis of Registration and Registered Imaging Data
John AD Aston, University of Cambridge; Eardi Lila, University of Cambridge
11:50 AM
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In-Curve Updating of Predictions for Functional Time Series
Shuhao Jiao, Department of Statistics, UC Davis; Alexander Aue, University of California, Davis
2:05 PM
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Derivative Principal Component Analysis for Representing the Time Dynamics of Longitudinal and Functional Data
Xiongtao Dai, University of California, Davis; Hans-Georg G Müller, University of California, Davis ; Wenwen Tao, Quora
2:05 PM
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Wasserstein Covariance for the Functional Data Analysis of Multivariate Densities
Alexander Petersen, University of California, Santa Barbara; Hans-Georg G Müller, University of California, Davis
2:20 PM
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Optimal Design for Classification of Functional Data
Cai Li, North Carolina State University; Luo Xiao, North Carolina State University
2:35 PM
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Nested Hierarchical Functional Data Modeling and Inference for the Analysis of Functional Plant Phenotypes
Yuhang Xu, University of Nebraska-Lincoln; Yehua Li, Iowa State University; Dan Nettleton, Iowa State University
2:50 PM
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