Keyword Search
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CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Functional data analysis returned 41 record(s)
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Sunday, 07/28/2019
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The Relationship Between Driver Performance and Driver Workload Using Functional Data Analysis
Jundi Liu, University of Washington; Erika Miller, Colorado State University; Linda Ng Boyle, University of Washington
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Functional Variable Selection with Correlated Functional Covariates and Longitudinal Responses
Rebecca North, NCSU Statistics; Jonathan Stallrich, North Carolina State University; Ana-Maria Staicu, North Carolina State University; Helen Huang, NCSU Biomedical Engineering; Dustin Crouch, University of Tennessee, Knoxville; Mechanical, Aerospace, and Biomedical Engineering
2:20 PM
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Simultaneous Confidence Corridors for Mean Functions in Functional Data Analysis of Imaging Data
Yueying Wang, Iowa State University; Guannan Wang, College of William and Mary; Li Wang, Iowa State University; Todd Ogden, Columbia University
2:35 PM
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The Relationship Between Driver Performance and Driver Workload Using Functional Data Analysis
Jundi Liu, University of Washington; Erika Miller, Colorado State University; Linda Ng Boyle, University of Washington
2:35 PM
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Semiparametric Elastic Shape Bootstrap Regions
Justin Strait, University of Georgia
3:05 PM
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Estimating Plant Growth Curves and Derivatives by Modeling Crowdsourced Imaged-Based Data
Haozhe Zhang, Iowa State University; Dan Nettleton, Iowa State University; Stefan Hey, Iowa State University; Talukder Jubery, Iowa State University; Patrick Schnable, Iowa State University
4:35 PM
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Monday, 07/29/2019
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Non Linear Functional Data Imputation
Aniruddha Rajendra Rao, Pennsylvania State University
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Function Estimation Through Phase and Amplitude Separation
James Matuk, The Ohio State University; Sebastian Kurtek, The Ohio State University; Oksana Chkrebtii, The Ohio State University; Karthik Bharath, University of Nottingham
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Modeling Kidney Function Decline via Functional Principal Components Analysis (FPCA)
Brian Kwan, University of California, San Diego; Loki Natarajan, University of California, San Diego; Jing Zhang, Moores Cancer Center, University of California, San Diego; Tobias Fuhrer, Institute of Molecular Systems Biology, ETH Zurich; Daniel Montemayor, University of Texas Health Science Center at San Antonio
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Soft Functional Alignment of Functional Data Using Landmark Information
Xiaoyang Guo, Florida State University; Wei Wu, Florida State University; Anuj Srivastava, Florida State University
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Curve Registration to Identify Circadian Rhythm Chronotypes in Accelerometer Data
Erin McDonnell, Columbia University; Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia University; Vadim Zipunnikov, Johns Hopkins University
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Characterization of Spatial and Temporal Trends of Extreme Precipitation Using Functional Principal Component Analysis
Miyabi Ishihara, UC Berkeley; Christopher Paciorek, University of California; Mark Risser, Lawrence Berkeley National Laboratory; Michelle Yu, University of California, Berkeley
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Statistical Thinking and Analysis for Large and Complex Data
Joanne Wendelberger, Los Alamos National Laboratory
8:35 AM
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Rank Dynamics for Functional Data
Yaqing Chen, University of California, Davis; Matthew Dawson, University of California, Davis; Hans Mueller, UC Davis
8:35 AM
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Modeling Time-Varying Object Data
Paromita Dubey, University of California, Davis; Hans Mueller, UC Davis
8:50 AM
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Covariance Function Estimation for Multidimensional Functional Data
Raymond Wong, Texas A&M University; Jiayi Wang, Texas A&M University; Xiaoke Zhang, George Washington University
9:05 AM
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Iterative Design with Humans-In-The-Loop for Functional Data Analysis
Claire McKay Bowen, Los Alamos National Laboratory; Joanne Wendelberger, Los Alamos National Laboratory
9:35 AM
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Benefits and Pitfalls of the Exponential Mechanism with Applications to Hilbert Spaces and Functional PCA
Jordan Awan, Penn State University; Ana Kenney, Pennsylvania State University; Matthew Reimherr, Penn State University; Aleksandra Slavkovic, Penn State University
9:35 AM
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Statistical Inference for Gene-Level Analysis Based on Functional Linear Models
Olga Vsevolozhskaya, University of Kentucky; Adam Dugan, University of Kentucky; David Fardo, University of Kentucky; Dmitri Zaykin, National Institute of Environmental Health Sciences
9:50 AM
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Curve Registration to Identify Circadian Rhythm Chronotypes in Accelerometer Data
Erin McDonnell, Columbia University; Julia Wrobel, Columbia University; Jeff Goldsmith, Columbia University; Vadim Zipunnikov, Johns Hopkins University
10:00 AM
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Nonlinear Function-On-Function Regression Model Using Reproducing Kernel Hilbert Spaces Method
Bahaeddine Taoufik, Saint Joseph's University; Matthew Reimherr, Penn State University; Bharath Sriperumbudur, The Pennsylvania State University
10:05 AM
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Characterization of Spatial and Temporal Trends of Extreme Precipitation Using Functional Principal Component Analysis
Miyabi Ishihara, UC Berkeley; Christopher Paciorek, University of California; Mark Risser, Lawrence Berkeley National Laboratory; Michelle Yu, University of California, Berkeley
11:10 AM
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Exploring Functional Data Analysis to Identify Differentially Methylated Regions in Plants
Mohamed Milad, Arkansas State University , Jonesboro; Gayla Olbricht, Missouri Science and Technology University
11:35 AM
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Function-On-Scalar Quantile Regression with Application to Mass Spectrometry Proteomics Data
Yusha Liu; Meng Li, Rice University; Jeffrey S. Morris, M.D. Anderson Cancer Center
2:05 PM
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Covariate-Adjusted Region-Referenced Generalized Functional Linear Model for EEG Data
Damla Senturk, UCLA; Aaron Scheffler, UCLA; Donatello Telesca, UCLA; Catherine Sugar, UCLA; Shafali Jeste, UCLA; Abigail Dickinson, UCLA; Charlotte DiStefano, UCLA
2:25 PM
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Hierarchical Multi-Resolution Spatial-Temporal Functional Imputation for Large Satellite Image Data
Zhengyuan Zhu, Iowa State University; Weicheng Zhu, Amazon
2:35 PM
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Tuesday, 07/30/2019
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Generalized Mixed Functional Modeling Approach for Discrete Scalar Outcomes and Account for the Cross-Dependence of Repeated Functional Observations
Mostafa Zahedjahromi, University of Northern Colorado; Trent L Lalonde, University of Northern Colorado
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Two Sample Testing for Multivariate Functional Data
Klaus Telkmann, University of California Irvine; Dustin Pluta, University of California Irvine; Hernando Ombao, King Abdullah University of Science and Technology (KAUST); Babak Shahbaba, University of California Irvine
8:35 AM
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Dynamic Prediction of Alzheimer's Disease Progression Using Features of Multiple Longitudinal Outcomes
Kan Li, Merck & Co.; Sheng Luo, Duke University Medical Center; Richard Entsuah, Merck & Co.
2:05 PM
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Wednesday, 07/31/2019
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Forecasting Daily Electricity Load Profile Using Functional Principal Components and Transfer Function Models
Abdelmonaem Jornaz, Northwest Missouri State University; V A Samaranayake, Missouri University of Science and Technology
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Sure Independence Screening (SIS) for Multiple Functional Regression Model
Yuan Yuan, Auburn University; Nedret Billor, Auburn University
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Sure Independence Screening (SIS) for Multiple Functional Regression Model
Yuan Yuan, Auburn University; Nedret Billor, Auburn University
8:35 AM
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Density Estimation Under Multimodal Shape Constraints
Anuj Srivastava, Florida State University
8:35 AM
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Combining Biomarker Trajectories to Improve Diagnostic Accuracy in Prospective Cohort Studies with Verification Bias
Hong Li, Medical University of South Carolina; Constantine Gatsonis, Brown University
8:50 AM
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Autoencoders for Emulation and Calibration of Dynamic Compression Experiments
Natalie Klein, Carnegie Mellon University; Earl Christopher Lawrence, Los Alamos National Laboratory
8:55 AM
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Quantile-Frequency Analysis and Functional Principal Components for Discriminant Analysis of Time Series
Ta-Hsin Li, IBM T. J. Watson Research Center
9:15 AM
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Forecasting Daily Electricity Load Profile Using Functional Principal Components and Transfer Function Models
Abdelmonaem Jornaz, Northwest Missouri State University; V A Samaranayake, Missouri University of Science and Technology
10:10 AM
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Functional Data Analysis Approaches for Analyzing Mobile Health Data
Jihui Lee, Weill Cornell Medicine; Samprit Banerjee, Weill Medical College, Cornell University
2:45 PM
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Bayesian Multi-Dimensional Functional Data Analysis
John Shamshoian, UCLA School of Public Health; Donatello Telesca, UCLA
2:50 PM
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Thursday, 08/01/2019
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One-Way Functional ANOVA via Basis Expansion and Bootstrapping
Zhenhua Lin, University of California, Davis; Miles Lopes, UC Davis; Hans Mueller, UC Davis
8:55 AM
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Utilizing Distributional Measurements of Material Characteristics from SEM Images for Inverse Prediction
Daniel Ries, Sandia National Laboratories; John Lewis, Sandia National Laboratories; Adah Zhang, Sandia National Laboratories; Christine M Anderson-Cook, Los Alamos National Laboratory; Marianne Wilkerson, Los Alamos National Laboratory; Gregory L Wagner, Los Alamos National Laboratory; Julie Gravelle, Los Alamos National Laboratory; Jacquelyn Dorhout, Los Alamos National Laboratory
9:20 AM
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