Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Multivariate returned 97 record(s)
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Sunday, 07/30/2017
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Nonparametric Inference for Point Processes
Tailen Hsing, University of Michigan; Jinqi Shen, University of Michigan
2:05 PM
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Locally-Adaptive Bayesian Nonparametric Models for Multivariate Processes in Phylodynamics
James Faulkner, University of Washington; Vladimir Minin, University of Washington
2:05 PM
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Adaptive MCMC in Bayesian Phylogenetics and Phylodynamics
Guy Baele, KU Leuven; Philippe Lemey, KU Leuven; Andrew Rambaut, University of Edinburgh; Marc A. Suchard, University of California, Los Angeles
2:45 PM
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Statistical Distances and Two-Sample Multivariate Goodness-of-Fit Tests
Yang Chen, University at buffalo, Department of Biostatistics; Marianthi Markatou, University at buffalo, Department of Biostatistics; Georgios Afendras, University at buffalo, Department of Biostatistics; Bruce George Lindsay, The Pennsylvania State University, Department of Statistics
2:50 PM
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Multivariate Ordinal Regression Models: An Analysis of Corporate Credit Ratings
Rainer Hirk, WU Vienna University of Economics and Business; Laura Vana, WU Vienna University of Economics and Business; Kurt Hornik, WU Vienna University of Economics and Business
2:50 PM
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A Least Deviation Estimation Approach for Multivariate Regression
Silvey Shamsi, Ball State University; Mian Adnan, Ball State University; Rahmatullah Imon, Ball State University
3:05 PM
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Multivariate Spatial Point Patterns via Correlated Bernoulli Indicators
Matthew Heaton, Brigham Young University; Matthew Bekker, Brigham Young University
3:20 PM
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Data Sharing for Validation of High-Throughput Chemical Screening Experiments of Cancer Cell Lines
Hongmei Liu, University of Miami; J. Sunil Rao, University of Miami
3:20 PM
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Semiparametric, Parametric and Possibly Sparse Models for Multivariate Long-Range Dependence
Vladas Pipiras, University Od North Carolina At Chaple Hill; Stefanos Kechagias, SAS Institute; Changryong Baek, Sungkyunkwan University
3:25 PM
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Theodore W. Anderson
Paul Shaman, University of Pennsylvania; Raja P. Velu, Syracuse University
4:05 PM
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A NEW APPROACH to DIMENSION REDUCTION for MULTIVARIATE TIME SERIES
Xiaofeng Shao, University of Illinois, At Urbana-Champaign
4:05 PM
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A Fused Latent and Graphical Model for Multivariate Binary Data
Yunxiao Chen, Emory University; Xiaoou Li, University of Minnesota Twin Cities; Jingcheng Liu, Columbia University; Zhiliang Ying, Columbia University
4:05 PM
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Disentangling Complex Multivariate Categorical Data
Ralph Turner
4:20 PM
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Modeling and Analyzing Familial Binary Data Using Vines and Pair-Copula Constructions
N. Rao Chaganty, Old Dominion University; Yihao Deng
4:20 PM
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Large Scale Multivariate CAR Modeling
Robert Lund, Clemson University; Christopher McMahan, Clemson University; Yan Liu, Clemson University
4:30 PM
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Does the Story Behind Preference Change with Varying Mapping Techniques?
Jason Parcon, PepsiCo
4:35 PM
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Understanding Persistence of Black Males in STEM
Raymond Mooring, Analysis Made Easy
4:35 PM
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Multivariate Spatial Model for Severe Storm Activity
Yen Ning Huang, VCU; Montserrat Fuentes, Virginia Commonwealth University; Brian Reich, NCSU; Eric Gilleland, NCAR
4:50 PM
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Multivariate Gaussian Network Structure Learning
Xingqi Du, North Carolina State University; Subhashis Ghoshal, North Carolina State University
5:05 PM
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Adaptive Bayesian Power Spectrum Analysis of Multivariate Nonstationary Time Series
Zeda Li, Temple University; Robert T Krafty, Department of Biostatistics, University of Pittsburgh
5:20 PM
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Multivariate Analysis of Functional Magnetic Resonance Imaging (fMRI) Data
Abera Wouhib, NIMH/NIH
5:20 PM
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Monday, 07/31/2017
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Optimization and Testing in Generalized Independent Component Analysis
Ze Jin, Cornell University; David S Matteson, Cornell University
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Efficient Multivariate Entropy Estimation Via k-Nearest Neighbour Distances
Thomas Berrett, University of Cambridge
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
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Income and Expenditure in US Households: a Multivariate Analysis of Consumer Expenditure Fmli161 Dataset
Mingzhao Hu, University of Wisconsin - Madison
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Inference in a Hidden Markov Model with Log-Concave Emission Densities
Nathalie Akakpo, University Pierre and Marie Curie, Paris, France
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Multivariate logistic regression analysis for multiple-infection group testing data
Juexin Lin, University of South Carolina; Dewei Wang, University of South Carolina
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Income and Expenditure in US Households: a Multivariate Analysis of Consumer Expenditure Fmli161 Dataset
Mingzhao Hu, University of Wisconsin - Madison
8:35 AM
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Generalized Accelerated Recurrence Time Model for Multivariate Recurrent Event Data with Missing Event Type
Huijuan Ma; Limin Peng, Emory University; Zhumin Zhang, University of Wisconsin-Madison; HuiChuan J. Lai, University of Wisconsin-Madison
8:35 AM
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Semiparametric Bayesian Regression for Multivariate Skewed Responses
Apurva Bhingare
9:20 AM
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Estimation of Sparse Vector Autoregressive Moving Averages
David S Matteson, Cornell University; Ines Wilms, KU Leuven; Jacob Bien, Cornell University
9:25 AM
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Some reflections on developments of dynamic and interactive graphics in the 1980s-1990s
Dan Carr, George Mason University
9:35 AM
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Regression Analysis of Multivariate Failure Time Data
Ross L Prentice, Fred Hutchinson Cancer Research Center; Shanshan Zhao, National Institute of Environmental Health Sciences
10:35 AM
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A Hierarchy of Brain Networks Revealed by MVPA Performance Metrics
Stephen Strother, Baycrest & University of Toronto; Cheryl Grady, Baycrest & University of Toronto
11:00 AM
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Boosted Multivariate Trees for Longitudinal Data
Amol Pande; Liang Li, University of Texas MD Anderson Cancer Center; Jeevanantham Rajeswaran , Cleveland Clinic Foundation; John Ehrlinger, Cleveland Clinic Foundation; Udaya Kogalur, Cleveland Clinic Foundation; Eugene Blackstone , Cleveland Clinic Foundation; Hemant Ishwaran, University of Miami
11:20 AM
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Integrating Imaging and Genetic Data for Understanding Neuropsychological Disorders
Heping Zhang, Yale University School of Public Health; Canhong Wen, Sun Yat-Sen University; Chintan Mehta, Yale University
11:25 AM
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Efficient Multivariate Entropy Estimation Via k-Nearest Neighbour Distances
Thomas Berrett, University of Cambridge
11:30 AM
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Inference in a Hidden Markov Model with Log-Concave Emission Densities
Nathalie Akakpo, University Pierre and Marie Curie, Paris, France
11:35 AM
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Semiparametric Odds Ratio Model for Multivariate Survival Times
Hua Yun Chen, University of Illinois at Chicago
11:55 AM
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Multivariate Network Meta-Analysis to Mitigate the Effects of Outcome Reporting Bias
Hyunsoo Hwang, UTHealth SPH; Stacia M DeSantis, UTHealth SPH
2:20 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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High-Dimensional Multivariate Mediation with Application to Neuroimaging Data
Martin Lindquist, Johns Hopkins University
2:30 PM
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Flexible Models for Multivariate Longitudinal Data Using Copula
Zhentao Tong, North Carolina State University; Sujit K Ghosh, North Carolina State University
2:50 PM
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Block Conditioning Approximations Based on Hierarchical Decompositions for High-Dimensional Multivariate Normal Probabilities
Jian Cao; Marc G. Genton, KAUST; David Keyes, King Abdullah University of Science and Technology; George Turkiyyah, American University of Beirut
3:20 PM
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Tuesday, 08/01/2017
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Permutation Based Testing on Covariance Separability
Seongoh Park; Johan Lim, Seoul National University; Xinlei Wang, Southern Methodist University; Sanghan Lee, Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, USA
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Pruning for Nonparametric Change Point Analysis
Wenyu Zhang, Cornell University; David S Matteson, Cornell University; Nicholas James, Cornell University
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Wild Bootstrap Ljung-Box Test for Cross Correlations of Multivariate Time Series
Tae Wook Lee, Hankuk University of Foreign Studies
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Multivariate Distributions for Special Manifolds
Michael Jauch, Duke University; David Dunson, Duke University
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Multivariate Generalized Linear Mixed Model with Common Random Effects
Ding Xiang, University of Minnesota; Galin Jones, University of Minnesota
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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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A New Multivariate Measure of Agreement in Method-Comparison Studies
Sasiprapa Hiriote, Department of Statistics, Faculty of Science, SILPAKORN UNIVERSITY; Vernon M Chinchilli, Department of Public Health Sciences, Penn State Hershey College of Medicine
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Dynamic Posterior Exploration for Simultaneous Variable and Covariance Selection with Spike and Slab Priors
Sameer Kirtikumar Deshpande, The Wharton School; Veronika Rockova, University of Chicago; Edward I. George, Wharton, University of Pennsylvania
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A Network-based Algorithm for Clustering Multivariate Longitudinal Data
Matthew Koslovsky, KBRwyle; Millennia Young, National Aeronautics and Space Administration; Caroline Schaefer, MEI Technologies; John Arellano, MEI Technologies; Al Feiveson, National Aeronautics and Space Administration
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Structured Shrinkage for Network Regression
Peter Hoff, Duke University
8:35 AM
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Multi-Aspect Nonparametric Testing and Ranking on Mixed Distributions with Application to Image Analysis in Neuroanatomy
Livio Corain, University of Padova; Antonella Peruffo, University of Padova; Luigi Salmaso, University of Padova; Enrico Grisan, University of Padova; Jean-Marie Graïc, University of Padova
8:35 AM
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Stratified Permutation Tests for Dependent Data
Luigi Salmaso, University of Padova; Rosa Arboretti, University of Padova; Eleonora Carrozzo, University of Padova
9:05 AM
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A Network-based Algorithm for Clustering Multivariate Longitudinal Data
Matthew Koslovsky, KBRwyle; Millennia Young, National Aeronautics and Space Administration; Caroline Schaefer, MEI Technologies; John Arellano, MEI Technologies; Al Feiveson, National Aeronautics and Space Administration
9:30 AM
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Sequential Co-Sparse Factor Regression
Aditya Mishra, University of Connecticut; Kun Chen, Department of Statistics, University of Connecticut; Dipak K Dey, university of connecticut
10:05 AM
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Multivariate Output Analysis for Markov Chain Monte Carlo
Galin Jones, University of Minnesota; Dootika Vats, University of Minnesota; James Flegal, University of California, Riverside
11:00 AM
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Bayesian Clustering and Dimension Reduction in Multivariate Air Pollution Extremes
Sabrina Vettori, King Abdullah University of Science and Technilogy; Raphael Huser, KAUST; Marc G. Genton, KAUST
11:35 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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Dynamic Posterior Exploration for Simultaneous Variable and Covariance Selection with Spike and Slab Priors
Sameer Kirtikumar Deshpande, The Wharton School; Veronika Rockova, University of Chicago; Edward I. George, Wharton, University of Pennsylvania
11:55 AM
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A New Multivariate Measure of Agreement in Method-Comparison Studies
Sasiprapa Hiriote, Department of Statistics, Faculty of Science, SILPAKORN UNIVERSITY; Vernon M Chinchilli, Department of Public Health Sciences, Penn State Hershey College of Medicine
12:00 PM
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Novel Multivariate Change Detection and Localization Using Degree-K Nearest Neighbors
Matthew Hawks, US Naval Academy; Robert A Koyak, Naval Postgraduate School
2:05 PM
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Multivariate Stochastic Volatility Modeling via the Spectral Decomposition
Victor Solo, University of New South Wales
2:20 PM
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A Multivariate Dynamic Spatial Factor Model for Speciated Pollutants and Adverse Birth Outcomes
Kimberly Kaufeld, Los Alamos National Laboratory
2:20 PM
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Multivariate Small Area Estimation of Multidimensional Latent Economic Wellbeing Indicators
Angelo Moretti, University of Manchester; Natalie Shlomo, University of Manchester; Joseph Sakshaug, The University of Manchester
2:35 PM
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Copula Modeling for Data with Ties
Yichen Qin, University of Cincinnati; Yan Li, University of Connecticut; Yang Li, Renmin University of China; Jun Yan, University of Connecticut
2:50 PM
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Enhancements to Graph-Theoretic Approaches to the Multivariate Two-Sample Problem
David Ruth, US Navy; Samuel Buttrey, Naval Postgraduate School
2:50 PM
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Bayesian Estimation for the Multivariate Normal Inverse Gaussian Model
YUAN FANG, Binghamton University; Sanjeena Dang, Binghamton University; Dimitris Karlis, Athens University of Economics and Business
2:50 PM
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A New Graphical Approach with Generalized Sequential Rejection Principle to Control the Familywise Error Rate
Li Yu, New Jersey Institute of Technology; Wenge Guo, New Jersey Institute of Technology; Zhiying Qiu, Sanofi
3:05 PM
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Wednesday, 08/02/2017
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Agents of Change: a Spatial Multivariate Bayesian Test to Identify Factors That Shape a Microbiome
Susheela Singh, North Carolina State University; Brian Reich, NCSU; Eric Laber, North Carolina State University; Ana-Maria Staicu, North Carolina State University, Department of Statistics; Robert Dunn, North Carolina State University
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A New Approach on Simultaneous Statistical Inference in the Presence of Heteroscedasticity
Meng Li, The Ohio State University; Steven MacEachern, The Ohio State University
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Multivariate Spatio-Temporal Survey Fusion with Application to the American Community Survey and Local Area Unemployment Statistics
Scott H. Holan, University of Missouri; Jonathan R Bradley, Florida State University; Christopher Wikle, University of Missouri
8:35 AM
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Conditional Likelihood Ratio Test for Multivariate One-Sided Hypotheses with Missing Data
Madhurima Majumder, University of Rochester; Michael McDermott, University of Rochester
8:50 AM
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Test for a Change Point in the Linear Combination of Risk Predictors
Ju Hee Cho, Fred Hutchinson Cancer Research Center; Ying Huang, Fred Hutchinson Cancer Research Center
9:20 AM
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Approximate Confidence Regions for Consensus Mean Vector in Heteroscedastic Multivariate One-Way Random Model
Jian Zhao, The EMMES Corporation
10:05 AM
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Leveraging Multivariate Modeling and Mapping Techniques to Determine How Athletes' Gastro-Intestinal Comfort Drives Their Sensory Perception of Sports Beverages
Peter John De Chavez, PepsiCo; Jon K. Davis, Gatorade Sports Science Institute; Lindsay B. Baker, Gatorade Sports Science Institute; John R. Stofan, Gatorade Sports Science Institute; Laura Daray, Gatorade Sports Science Institute; Bridget Sopena, Gatorade Sports Science Institute
10:50 AM
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Exploratory and Data Visualization Methods for High-Dimensional Brain Signals
Hernando Ombao, KAUST and UC Irvine; Yuxiao Wang, University of California, Irvine; Chee-Ming Ting, KAUST
11:00 AM
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Discovering Non-Genetic Hidden Variates in Gene Expression Data in the Presence of Polygenicity
Mark Abney
11:05 AM
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Multivariate Stochastic Process Models for Correlated Responses of Mixed Type
Tony Pourmohamad, Genentech; Herbert Lee, University of California, Santa Cruz
11:50 AM
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Regularized Estimation in Sparse Multivariate Regression for High-Dimensional DNA Methylation Data
Lei Liu, Northwestern University; Haixiang Zhang, Tianjin University; Grace Yoon, Northwestern University; Yinan Zheng, Northwestern University; Lifang Hou, Northwestern University; Wei Zhang, Northwestern University; Andrea Baccarelli, Columbia University
2:05 PM
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Predictive Density Estimation for Multivariate Normal and Spherically Symmetric Densities
Eric Marchand, Universite De Sherbrooke
2:05 PM
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Multivariate Fay-Herriot Bayesian Estimation of Small Area Means Under Functional Measurement Error
Carolina Franco, U.S. Census Bureau; William Bell, U.S. Census Bureau; Serena Arima, Sapienza University, Rome; Brunero Liseo, Sapienza University, Rome; Gauri Datta, University of Georgia and US Census Bureau
2:05 PM
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Regression Analysis of Multivariate Interval-Censored Failure Time Data Under Frailty Probit Models
Yifan Zhang, University of South Carolina; Lianming Wang, University of South Carolina
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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Testing for Genetic Association in Case-Control Studies Incorporating Multivariate Disease Characteristics
Haoyu Zhang, Johns Hopkins Bloomberg SPH; Thomas U. Ahearn, National Cancer Institute Division of Cancer Epidemiology & Genetics; Montserrat García-Closas, National Cancer Institute Division of Cancer Epidemiology & Genetics; Nilanjan Chatterjee, Johns Hopkins University
2:25 PM
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A Fast Small-Sample Kernel Independence Test for Microbiome Community-Level Association Analysis
Xiang Zhan, Fred Hutchinson Cancer Research Center; Anna Plantinga, University of Washington; Ni Zhao, Johns Hopkins University; Michael C. Wu, Fred Hutchinson Cancer Research Center
2:45 PM
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Longitudinal Independent Component Analysis with Application to fMRI Data
Yikai Wang, Emory University; Ying Guo, Emory University
3:05 PM
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Nonparametric Copula Estimation for Censored Data via Empirical Likelihood
Bin Dong
3:20 PM
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Thursday, 08/03/2017
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Robust Network Meta-Analysis: a Confidence Distribution Approach
Dungang Liu, University of Cincinnati; Guang Yang, Jet.com; Minge Xie, Rutgers University
8:35 AM
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Two Multivariate Generalized Beta Families
James McDonald, Brigham Young University
8:50 AM
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Leaning Multivariate High-Dimensional Point Process Models
Garvesh Raskutti, University of Wisconsin-Madison
9:25 AM
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Multivariate Models of Realized Beta and Stochastic Volatility
Katherine Ensor, Rice University
9:55 AM
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Screening Strategies for Reconstructing Brain Connectivity Networks with Multivariate Hawkes Process
Ali Shojaie, University of Washington; Shizhe Chen, Columbia University; Daniela Witten, University of Washington
10:55 AM
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Multivariate Nonparametric Tolerance Regions for Determining Reference Regions in Laboratory Medicine
Derek Young, University of Kentucky; Thomas Mathew, University of Maryland, Baltimore County
11:05 AM
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Sparse Pairwise Likelihood Estimation for Multivariate Longitudinal Mixed Models
Samuel Mueller, University of Sydney; Alan H Welsh, The Australian National University; Francis KC Hui, The Australian National University
11:50 AM
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