Keyword Search
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* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Functional data analysis returned 37 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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Nonlinear Multivariate Functional PCA
Jun Song, UNC Charlotte; Bing Li, The Pennsylvania State University
5:05 PM
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Monday, 07/30/2018
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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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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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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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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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Manifold Data Analysis with Applications to High-Resolution 3D Imaging
Matthew Reimherr, Pennsylvania State University
3:05 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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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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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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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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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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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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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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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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Wednesday, 08/01/2018
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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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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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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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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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