Keyword Search
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CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: functional data returned 72 record(s)
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Sunday, 07/29/2018
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Sparse Functional Principal Component Analysis in a New Regression Framework
YUNLONG NIE, Simon Fraser University; Jiguo Cao, Simon Fraser University
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Sparse Estimation for Functional Semiparametric Additive Model
Peijun Sang, Simon Fraser University; Richard Lockhart, Simon Fraser University; Jiguo Cao, Simon Fraser University
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Functional Partial Linear Quantile Regression Based on Reproducing Kernel Hilbert Space
Peng Liu, University of Alberta; Linglong KONG, University of Alberta; Bei JIANG, University of Alberta; Nan Zhang, Fudan University; Jianhua Z. Huang, Texas A&M University
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Two-Sample Test for Covariance Operators with Incompletely Observed Functional Data
Lihan Yan, FDA; Tao Zhang, Guangxi University of Science and Technology; Zhaohai Li, George Washington University
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Two-Sample Test for Covariance Operators with Incompletely Observed Functional Data
Lihan Yan, FDA; Tao Zhang, Guangxi University of Science and Technology; Zhaohai Li, George Washington University
3:35 PM
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Missing Data Issues in the Studies of Neurodegenerative Disorders: The Methodology
Sheng Luo, Duke University Medical Center; Kan Li, University of Texas Health Science Center
4:25 PM
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Nonlinear Multivariate Functional PCA
Jun Song, UNC Charlotte; Bing Li, The Pennsylvania State University
5:05 PM
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Robust Nonparametric Tests for Imaging Databased on Data Depth
Julia Wrobel, Columbia University; Sara Lopez-Pintado, Columbia University
5:05 PM
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Monday, 07/30/2018
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Statistical Methods for Evaluating the Correlation Between Timeline Follow-Back Data and Daily Process Data: Results from a Randomized Controlled Trial
Wanjun Liu, Penn State University
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Applying functional data analysis and clustering methods on weather forecast data in the U.S.
Yifan Wu, Simon Fraser University; Ying (Daisy) Yu, Simon Fraser University; Chuyuan (Cherlane) Lin, Simon Fraser University
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Sampling Studies for Longitudinal Functional Data Analysis
Toni Jassel; Andrada E Ivanescu, Montclair State University
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Identifying Epigenetic Regions Exhibiting Critical Windows of Susceptibility to Air Pollution
Michele Zemplenyi, Harvard University; Mark J Meyer, Georgetown University; Brent A. Coull, Harvard TH Chan School of Public Health
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Evaluating Proxy Influence and Reconstruction Skill in Data Assimilation Based Climate Field Reconstructions Using Extremal Depth
Trevor Harris, University of Illinois at Urbana-Champaign, Statistics; Bo Li, University of Illinois at Urbana-Champaign; Nathan Steiger, Columbia University, Lamont-Doherty Earth Observatory; Jason Smerdon, Columbia University, Lamont-Doherty Earth Observatory; Justin Jacobs, Sandia National Laboratories
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Lagged Hierarchical Semiparametric Models for Task-Based Dynamic Functional Connectivity (DFC)
Jaroslaw Harezlak, Indiana University Bloomington; Zikai Lin, Indiana University; Maria Kudela, Takeda Pharmaceuticals; Brandon Oberlin, Indiana University School of Medicine; Joaquin Goni, Purdue University; David A Kareken, Indiana University School of Medicine; Mario Dzemidzic, Indiana University School of Medicine
9:15 AM
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Statistical Methodology for Modern Mental Health Research
Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, Wright State University; Robert Todd Ogden, Columbia University; Andrea Troxel, New York University School of Medicine
9:55 AM
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A Geometric Approach for Calibrating Computer Models with Misaligned Functional Output
Lauren Hund; James Derek Tucker, Sandia National Laboratories; Justin Brown, Sandia National Laboratories
10:35 AM
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Evaluating Proxy Influence and Reconstruction Skill in Data Assimilation Based Climate Field Reconstructions Using Extremal Depth
Trevor Harris, University of Illinois at Urbana-Champaign, Statistics; Bo Li, University of Illinois at Urbana-Champaign; Nathan Steiger, Columbia University, Lamont-Doherty Earth Observatory; Jason Smerdon, Columbia University, Lamont-Doherty Earth Observatory; Justin Jacobs, Sandia National Laboratories
10:45 AM
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Bootstrapping Maxima of High-Dimensional Random Vectors with Variance Decay
Miles Lopes, University of California, Davis; Hans Mueller, UC Davis; Zhenhua Lin, University of Toronto
10:50 AM
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Identifying Epigenetic Regions Exhibiting Critical Windows of Susceptibility to Air Pollution
Michele Zemplenyi, Harvard University; Mark J Meyer, Georgetown University; Brent A. Coull, Harvard TH Chan School of Public Health
11:15 AM
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Sampling Studies for Longitudinal Functional Data Analysis
Toni Jassel; Andrada E Ivanescu, Montclair State University
11:20 AM
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Dealing with Methodological Issues in the Functional Data Analysis of Actigraphy Data
Stephen W. Looney, Augusta University; William Vaughn McCall, Augusta University; Jordan S. Lundeen, BlueChoice HealthPlan of South Carolina
11:35 AM
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Functional Mediation Analysis of Functional Magnetic Resonance Imaging Experiments
Yi Zhao, Johns Hopkins Bloomberg School of Public Health; Xi Luo, Brown University; Martin A Lindquist, Johns Hopkins University; Brian Caffo, Johns Hopkins University
2:05 PM
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Sparse Functional Additive Models
Peijun Sang, Simon Fraser University; Liangliang Wang, Simon Fraser University; Jiguo Cao, Simon Fraser University
2:20 PM
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Gradient Synchronization to Quantify Brain Functional Connectivity
Jane-Ling Wang, Univ of California-Davis; Yang Zhou, UC Davis; Hans Mueller, UC Davis; Owen Carmichael, Pennington Biomedical Research Center
2:25 PM
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Nonparametric Modeling of Longitudinal Compositional Data as Trajectories on the Sphere
Hans Mueller, UC Davis; Xiongtao G Dai, University of California, Davis
2:30 PM
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Multivariate Functional Quantile Envelopes with Application to Radiosonde Wind Data
Gaurav Agarwal, King Abdullah University of Science and Technology (KAUST); Ying Sun, KAUST
2:35 PM
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Manifold Data Analysis with Applications to High-Resolution 3D Imaging
Matthew Reimherr, Pennsylvania State University
3:05 PM
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Bayesian Model-Assisted Estimation for Functional Data in Survey Sampling
Luis Fernando Campos, Harvard University
3:25 PM
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A Bootstrap-Based Goodness-of-Fit Test of Covariance for Functional Data
Luo Xiao, North Carolina State University; Stephanie Chen, North Carolina State University; Ana-Maria Staicu, NC State University
3:25 PM
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Tuesday, 07/31/2018
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Bayesian Function Data Analysis for Weather Forecast
Duchwan Ryu, Northern Illinois University; Hao Shen, Northern Illinois University
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A Functional Anova Approach to Detecting Changes in Soil Moisture and Temperature
Manju M. Johny, Iowa State University; Petruta C. Caragea , Iowa State University; Diane M. Debinski, Montana State University ; Jill A. Sherwood, Iowa State University
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Functional Data Analysis in Dose-Adjusted Tacrolimus Trough Concentration Modeling: A New Method to Compare Intrapatient Variance Between Patient Cohorts
Janet Kim, Astellas Pharma Global Development, Inc.; Sam Wilson, Astellas Pharma Global Development, Inc.; Jason J Schwartz, Astellas Pharma Global Development, Inc.
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Testing for Generalized Scalar-On-Function Linear Models
Stephanie Chen, North Carolina State University; Luo Xiao, North Carolina State University; Ana-Maria Staicu, NC State University
8:35 AM
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M-Based Simultaneous Inference for Functional Data
Guanqun Cao, Auburn University; Nedret Billor, Auburn University; Italo Costa Lima, auburn university
8:50 AM
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Age-Related Variations in Cancer Mortality Rates
Keshav Pokhrel, University of Michigan-Dearborn
8:50 AM
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On the Covariance Estimation and Principal Component Analysis for Spatially Dependent Functional Data
Haozhe Zhang, Iowa State University; Yehua Li, University of California, Riverside
9:05 AM
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Improved Selection of High-Dimensional Neuroimaging Biomarkers Associated with Neurodegenerative Disease Progression
Tanya Garcia, Texas A&M University; Jeffrey S Morris, The University of Texas M.D. Anderson Cancer Center
9:15 AM
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Functional Analysis of Spatial Aggregation Regions of Jeffrey Pine Beetle-Attack Within the Lake Tahoe Basin
Ekaterina Smirnova, University of Montana; Omid Khormali, University of Montana; Joel M Egan, Forest Health Protection
9:20 AM
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Functional Regression Models with Highly Irregular Designs
Justin Petrovich, Pennsylvania State University; Matthew Reimherr, Pennsylvania State University; Carrie Daymont, Penn State Hershey Medical Center
9:20 AM
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Nonlinear Support Vector Machine for Multivariate Functional Data with Applications to fMRI and EEG Data Analysis
Zheye Yuan, Penn State Univ; Bing Li, The Pennsylvania State University
9:35 AM
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Robust Depth-Based Estimation of the Functional Autoregressive Model
Israel Martinez Hernandez, KAUST; Marc G Genton, King Abdullah University of Science and Technology; Graciela Gonzalez Farias, CIMAT
9:50 AM
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Adaptive Function-On-Scalar Smoothing Elastic Net
Ardalan Mirshani, The Pennsylvania State University; Matthew Reimherr, Pennsylvania State University
9:50 AM
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Sparse Functional Principal Component Analysis in a New Regression Framework
Yunlong Nie, Simon Fraser University; Jiguo Cao, Simon Fraser University
10:05 AM
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Registration for Exponential Functional Data
Julia Wrobel; Jeff Goldsmith, Columbia University
10:35 AM
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Iterated Curve Registration Extracts Signals from Noisy DNA Molecule Measurements
Subhrangshu Nandi, University of Wisconsin - Madison; Michael Newton, University of Wisconsin at Madison; David C Schwartz, University of Wisconsin - Madison
10:35 AM
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Outlier Detection in Dynamic Functional Models
Andrada E Ivanescu, Montclair State University; William Checkley, Johns Hopkins University; Ciprian Crainiceanu, Johns Hopkins University
10:55 AM
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Prediction for Distributional Outcomes in the Management of High-Performance Computing Input/Output (I/O) Variability
Li Xu, Virginia Tech; Thomas Lux, Virginia Tech; Tyler Chang, Virginia Tech; Bo Li, Virginia Tech; Yili Hong, Virginia Tech; Layne Watson, Virginia Tech; Kirk Cameron, Virginia Tech; Jon Bernard, Virginia Tech
11:05 AM
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Supervised Principal Component Regression for Functional Data with High-Dimensional Predictors
Xinyi Zhang, University of California, Berkeley; Dehan Kong, University of Toronto; Qiang Sun, University of Toronto
11:15 AM
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Functional Graphical Models for Analyzing Interactions Between Animals
Jan Gertheiss, Clausthal University of Technology
11:15 AM
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Nonparametric Operator-Regularized Covariance Function Estimation for Functional Data
Xiaoke Zhang, George Washington University; Raymond Wong, Texas A&M University
11:20 AM
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Tidyfun: a New Framework for Representing and Working with Function-Valued Data
Fabian Scheipl, LMU Munich; Jeff Goldsmith, Columbia University
11:35 AM
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Functional Data Analysis in Dose-Adjusted Tacrolimus Trough Concentration Modeling: A New Method to Compare Intrapatient Variance Between Patient Cohorts
Janet Kim, Astellas Pharma Global Development, Inc.; Sam Wilson, Astellas Pharma Global Development, Inc.; Jason J Schwartz, Astellas Pharma Global Development, Inc.
11:55 AM
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Probabilistic K-Mean with Local Alignment for Functional Motif Discovery
Marzia A Cremona, The Pennsylvania State University; Francesca Chiaromonte, The Pennsylvania State University
2:05 PM
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Detecting Developmental Expression Switches from Transcriptomic and Epigenomic Data
Claudia Kleinman, McGill University; Marie Forest, Lady Davis Research Institute, McGill University; Selin Jessa, McGill University; Celia M.T. Greenwood, Lady Davis Research Institute, McGill University
2:25 PM
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Statistical Methods for Wearable Device Data with an Application in Clinical Studies
Xinyue Li, Yale University; Hongyu Zhao, Yale; Michael John Kane, Yale University; Yunting Zhang, Shanghai Children's Medical Center; Fan Jiang, Shanghai Children's Medical Center; Qingmin Lin, Shanghai Children's Medical Center; Qi Zhu, Shanghai Children's Medical Center; Yuanjin Song, Shanghai Children's Medical Center
2:35 PM
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Quantifying Genetic Influences on Physical Activity Among Twins Based on Minute-Level Accelerometry Data Among Twins
Haochang Shou, University of Pennsylvania; Joanne Carpenter, University of Sydney; Kathleen Merikangas, National Institute of Mental Health; Ian Hickie, University of Sydney
2:50 PM
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Wednesday, 08/01/2018
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Boosting Functional Response Models for Location, Scale, and Shape with an Application to Bacterial Competition
Almond Stöcker, LMU Munich; Sarah Brockhaus, LMU Munich; Sophia Schaffer, LMU Munich; Benedikt von Bronk, LMU Munich; Madeleine Opitz, LMU Munich; Sonja Greven, LMU Munich
8:35 AM
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Matrix Factorization Approaches to Analysis of Functional Count Data
Daniel Backenroth, Columbia University; Russell T Shinohara, University of Pennsylvania; Jeff Goldsmith, Columbia University
9:00 AM
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Estimation of Spatial Deformation for Nonstationary Processes via Variogram Alignment
Ghulam Qadir, King Abdullah University of Science and Technology (KAUST); Ying Sun, KAUST; Sebastian Kurtek, The Ohio State University
9:05 AM
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A Functional Neural Network for Genetic Data Analysis Involving High-Dimensional Multivariate Outcomes
Shan Zhang, Michigan State University; Xiaoxi Shen; Xiaoran Tong, Michigan State University; Qing Lu, Michigan State University
9:20 AM
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Longitudinal Dynamic Functional Regression: Modeling and Inference
Md Islam, North Carolina State University; Ana-Maria Staicu, NC State University; Eric van Heugten, North Carolina State University
9:25 AM
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Bayesian Regression Models for Big Spatially or Longitudinally Correlated Functional Data
Jeffrey S Morris, The University of Texas M.D. Anderson Cancer Center; Lin Zhang, University of Minnesota; Hongxiao Zhu, Virginia Tech University; Veera Baladandayuthapani, UT MD Anderson Cancer Center; Hojin Yang, The University of Texas M.D. Anderson Cancer Center; Wonyul Lee, Food and Drug Administration; Michelle Miranda, The University of Texas M.D. Anderson Cancer Center; Philip Rausch, Humboldt University
9:50 AM
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Addressing Missing Accelerometer Data with Functional Data Analysis (FDA)
Patrick Hilden; Joseph Schwartz, Columbia University; Jeff Goldsmith, Columbia University
10:05 AM
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A Functional Proportional Hazards Model for Investigating the Gene-Environment Interaction Effects on Survival
Li Luo, University of New Mexico
10:05 AM
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Sparse Functional Partial Least Squares Method for Spectral Analysis
Jiguo Cao, Simon Fraser University; Tianyu Guan, Simon Fraser University; Kevin Groves, FPInnovation; Martin Feng, FPInnovation
11:00 AM
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Scalar-On-Function Prediction Models with Missing Covariates: Applications in Depression Research Using EEG and Clinical Data
Adam Ciarleglio, Columbia University and the New York State Psychiatric Institute; Eva Petkova, NYU School of Medicine
11:15 AM
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Partially Linear Functional Additive Models for Multivariate Functional Data
Yehua Li, University of California, Riverside; Raymond Wong, Texas A&M University; Zhengyuan Zhu, Iowa State University
2:05 PM
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A Functional Data Analysis Framework for Objectively Measured Physical Activity by Accelerometers
Chongzhi Di, Fred Hutchinson Cancer Research Center
2:05 PM
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Functional Variance Change Point Analysis for Big Data with an Application to Liver Procurement
Pang Du, Virginia Tech; Zhenguo Gao, Virginia Tech; Ran Jin, Virginia Tech; John Robertson, Virginia Tech
2:25 PM
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A Functional Dependence Measure for Large Curve Time Series with an Application to Autoregressions
Xinghao Qiao, LSE; Shaojun Guo, Renmin University of China
3:05 PM
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