Keyword Search
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CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
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Keyword Search Criteria: Longitudinal returned 143 record(s)
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Sunday, 07/28/2019
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Correlates and Changes in New York City Housing Densities from 2002 to 2017
Elizabeth Pirraglia, NYU School of Medicine; Matthias Altwicker, NYIT; Andrea Troxel, NYU School of Medicine
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Person as Population: a Longitudinal View of Single-Subject Causal Inference for Analyzing Self-Tracked Health Data
Eric J. Daza, Stanford Prevention Research Center, Stanford University School of Medicine
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Havrda and Charvat Entropy-Based Measures to Assess Longitudinal Surrogate Endpoints in Clinical Trials
María del Carmen Pardo , Complutense University; Ying Lu, Stanford University; Hua Jin, South China Normal University; Qian Zhao, Guangzhou Medical University
2:05 PM
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Current and Future Directions of Intensive Longitudinal Data Analysis
Summer Frank-Pearce; Michael Businelle, Oklahoma Tobacco Research Center, The University of Oklahoma Health Sciences Center; Darla Kendzor, Oklahoma Tobacco Research Center, The University of Oklahoma Health Sciences Center; Emily Hébert, Oklahoma Tobacco Research Center, The University of Oklahoma Health Sciences Center
2:05 PM
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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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The Role of Time-Dependent Covariates in Models for the Risk of Repeated Events
Trent L Lalonde, University of Northern Colorado
2:25 PM
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The Choice to Define Competing Risk Events as Censoring Events and Implications for Causal Inference
Jessica Gerald Young, Harvard Medical School; Mats Julius Stensrud, Harvard School of Public Health; Eric Tchetgen Tchetgen, University of Pennsylvania; Miguel Hernan, Harvard University
2:30 PM
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Correlates and Changes in New York City Housing Densities from 2002 to 2017
Elizabeth Pirraglia, NYU School of Medicine; Matthias Altwicker, NYIT; Andrea Troxel, NYU School of Medicine
2:30 PM
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Shared Parameter Mixed-Effects Location Scale Models for Intensive Longitudinal Data
Donald Hedeker, University of Chicago; Robin Mermelstein, University of Illinois at Chicago
2:45 PM
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Globally Adaptive Quantile Regression for Complex High-Dimensional Longitudinal Data
Limin Peng, Emory University; Huijuan Ma, East China Normal University; Qi Zheng, University of Louisville; Zhumin Zhang, University of Wisconsin-Madison; HuiChuan Lai, University of Wisconsin-Madison
2:55 PM
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Person as Population: a Longitudinal View of Single-Subject Causal Inference for Analyzing Self-Tracked Health Data
Eric J. Daza, Stanford Prevention Research Center, Stanford University School of Medicine
3:25 PM
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Multiple Imputation of Non-Ignorable Missing Survey Data
Angelina Hammon, University of Bamberg
4:30 PM
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Detecting Treatment Differences in Group Sequential Multivariate Longitudinal Studies with Covariate Adjustment
Neal Jeffries, National Heart, Lung, and Blood Institute,-NIH; Nancy Geller, National Institutes of Health, NHLBI; James Troendle, National Institutes of Health
4:35 PM
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Identification of Disease Subtypes Using Multivariate Longitudinal Data: a Comparison of Growth Curve Mixture Models and a Two-Stage Cluster Analysis Approach
Benjamin E. Leiby, Thomas Jefferson University; Md Jobayer Hossain, Nemours children Healthcare Systems; Ayako Shimada, Thomas Jefferson University
5:05 PM
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A Novel Nonparametric Clustering Method for Longitudinal Data
Junyi Zhou, Indiana University; Ying Zhang, University of Nebraska Medical Center
5:35 PM
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Monday, 07/29/2019
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Flexible Multivariate Joint Model of Longitudinal Intensity and Binary Process for Medical Monitoring of Frequently Collected Data
Resmi Gupta, Cincinnati Children's Hospital Medical Center
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Bayesian Approach to Partially Validated Binary Regression with Response and Exposure Misclassification of Longitudinal Data
Katrina Anderson, Marymount University; James D Stamey, Baylor University
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A Robust Statistical Method to Estimate the Intervention Effect with Longitudinal Data
Erik Heiny, Utah Valley University; Mohammad Islam, Utah Valley University
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Examining Driver Risk Factors in Road Departure Accidents Using Longitudinal Data Collected for a Fixed Cohort of Drivers
Peter Hovey, University of Dayton; Deogratias Eustace, University of Dayton; Danah Alshatti, University of Dayton
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A Joint Poisson Hurdle Model of Longitudinal Outcomes and Informative Time
Gadir Alomair
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Data Monitoring and Quality Control for Disease Growth in Longitudinal Medical Imaging Data
Kari Sorge, UCLA; Grace Kim, UCLA; Jihey Lee, UCLA
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Hierarchical Likelihood Approach for Joint Models of Longitudinal Non-Survival Responses and Survival Data: a Semiparametric Model with Gamma Shared Random Effects
Karl Stessy Bisselou, University of Nebraska Medical Center; Hongying Dai, University of Nebraska Medical Center; Gleb Haynatzki, University of Nebraska Medical Center
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A Scalable Algorithm for Joint Modeling of Longitudinal and Competing Risks Time-To-Event Data
Shanpeng Li, UCLA Department of Biostatistics; Eric Kawaguchi, UCLA Department of Biostatistics; Gang Li, UCLA
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Statistical Assessment of Bovine Body Weight via Functional Gait Data
Andrew Raim, US Census Bureau; Nagaraj Neerchal, University of Maryland, Baltimore County; Dan Tasch, Step Analysis LLC; Uri Tasch, Step Analysis LLC
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Meta-Analysis of Longitudinal Preclinical Efficacy Screens
William Forrest, Genentech, Inc; Bruno Alicke, Genentech; Magdalena Osinska, Genentech; Shannon Ruppert, Genentech; Michal Jakubczak, Roche; Pawel Piatkowski, Roche
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Comparison of Missing Data Imputation Methods in Longitudinal Study of ADRD Patients
Yi Cao, Brown University; Roee Gutman, Brown University; Heather Allore, Yale University ; Brent Vander Wyk, Yale University
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Clustering of Longitudinal Trajectories with Multinomial EM Algorithm Based on State-Transition Templates
John Rice, Colorado School of Public Health; Elizabeth Juarez-Colunga, University of Colorado Denver; James Feinstein, University of Colorado, Denver
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Bayesian Inference of Separable Covariance Models for Health Care Quality Measures
Judith Law, Harvard Medical School; Laura A Hatfield, Harvard Medical School; Alan M. Zaslavsky, Harvard Medical School
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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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Hierarchical Likelihood Approach for Joint Models of Longitudinal Non-Survival Responses and Survival Data: a Semiparametric Model with Gamma Shared Random Effects
Karl Stessy Bisselou, University of Nebraska Medical Center; Hongying Dai, University of Nebraska Medical Center; Gleb Haynatzki, University of Nebraska Medical Center
8:55 AM
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A Scalable Algorithm for Joint Modeling of Longitudinal and Competing Risks Time-To-Event Data
Shanpeng Li, UCLA Department of Biostatistics; Eric Kawaguchi, UCLA Department of Biostatistics; Gang Li, UCLA
9:00 AM
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Statistical Assessment of Bovine Body Weight via Functional Gait Data
Andrew Raim, US Census Bureau; Nagaraj Neerchal, University of Maryland, Baltimore County; Dan Tasch, Step Analysis LLC; Uri Tasch, Step Analysis LLC
9:15 AM
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Comparison of Missing Data Imputation Methods in Longitudinal Study of ADRD Patients
Yi Cao, Brown University; Roee Gutman, Brown University; Heather Allore, Yale University ; Brent Vander Wyk, Yale University
10:45 AM
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Bayesian Analysis of Longitudinal Quality of Life Measures with Informative Missing Data Using a Selection Model
Jaeil Ahn, Georgetown University
10:50 AM
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Supervised Kernel PCA for Longitudinal Data in Mental Health
Gregory Ryslik, Mindstrong Health; Patrick Staples, Mindstrong Health; Min Ouyang, Mindstrong Health; Paul Dagum, Mindstrong Health
11:05 AM
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Clustering of Longitudinal Trajectories with Multinomial EM Algorithm Based on State-Transition Templates
John Rice, Colorado School of Public Health; Elizabeth Juarez-Colunga, University of Colorado Denver; James Feinstein, University of Colorado, Denver
11:05 AM
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Bayesian Inference of Separable Covariance Models for Health Care Quality Measures
Judith Law, Harvard Medical School; Laura A Hatfield, Harvard Medical School; Alan M. Zaslavsky, Harvard Medical School
11:10 AM
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MLDS Synthetic Data Project: An Evaulation
Mark Lachowicz, University of Maryland, College Park; Daniel Bonnery, University of Maryland and Maryland Longitudinal Data System Center ; Yi Feng, University of Maryland, College Park; Angela Henneberger, University of Maryland, Baltimore; Tessa Johnson, University of Maryland, College Park; Bess Rose, University of Maryland, Baltimore; Terry Shaw, University of Maryland, Baltimore; Laura Stapleton, University of Maryland, College Park; Michael Woolley, University of Maryland, Baltimore; Yating Zheng, University of Maryland, College Park
11:15 AM
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The Statistical Challenges of Integrating Data Across Multiple Brain Biomarker Sensors in the AURORA Study
Xinming An, Institute for Trauma Recovery, University of North Carolina; Samuel A McLean, Institute for Trauma Recovery, University of North Carolina; Donglin Zeng, UNC Chapel Hill; Ron Kessler, Harvard Medical School
11:20 AM
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Time-to-Event Prediction Based on Longitudinal Biomarkers Using Bayesian Hierarchical Changepoint Mixture Models
Lynette Smith, University of Nebraska Medical Center; Yeongjin Gwon, University of Nebraska Medical Center; Morshed Alam, University of Nebraska Medical Center; Sukhwinder Kaur, University of Nebraska Medical Center
11:35 AM
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Meta-Analysis of Longitudinal Preclinical Efficacy Screens
William Forrest, Genentech, Inc; Bruno Alicke, Genentech; Magdalena Osinska, Genentech; Shannon Ruppert, Genentech; Michal Jakubczak, Roche; Pawel Piatkowski, Roche
11:40 AM
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Contrasting a Longitudinal Factor Model with a Linear Mixed-Effects Model to Address Incomplete Data on Repeated Measures in an AIDS Prevention Study
Panteha Hayati Rezvan, University of California Los Angeles; Xiang Lu, University of California Los Angeles; Thomas Belin, UCLA
11:50 AM
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A Doubly Robust Method to Handle Missing Multilevel Outcome Data with Application to a Cluster-Sampled Population-Based Study
Nicole Butera, The University of North Carolina at Chapel Hill; Donglin Zeng, UNC Chapel Hill; Annie Green Howard, The University of North Carolina at Chapel Hill; Penny Gordon-Larsen, The University of North Carolina at Chapel Hill; Jianwen Cai, The University of North Carolina at Chapel Hill
12:05 PM
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Multivariable Association in Population-Scale Meta'omic Surveys
Himel Mallick, Merck & Co., Inc.; Timothy Tickle, Broad Institute; Lauren McIver, Harvard University; Gholamali Rahnavard, Broad Institute; Long Nguyen, Massachusetts General Hospital; George Weingart, Harvard University; Siyuan Ma, Harvard University; Boyu Ren, Harvard University; Emma Schwager, Harvard University; Ayshwarya Subramanian, Broad Institute; Joseph Paulson, Genentech; Eric A. Franzosa, Harvard University; Hector Corrada Bravo, University of Maryland; Curtis Huttenhower, Harvard University
2:45 PM
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Mediation Analysis for Zero-Inflated Mediators
Zhigang Li, University of Florida; Janaka Peragaswaththe Liyanage, University of Florida; A. James O'Malley, Dartmouth College; Susmita Datta, ASA Committee on Women in Statisitcs
3:05 PM
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Hyper Prior Dirichlet Partial Multinomial Logistic Regression Through Multiple Binary Responses for Mozambique HIV/AIDS
Diana Gonzalez, Arizona State University; Di Fang, University of Arkansas
3:40 PM
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Tuesday, 07/30/2019
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A Unified Framework of Longitudinal Models to Examine Reciprocal Relations
Satoshi Usami, University of Tokyo
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Mixed Effects Models for Sequential, Multiple Assignment Randomized Trials (SMARTs)
Brook Luers, University of Michigan; Daniel Almirall, University of Michigan
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Combining Tabular Data with Visual Display to Enhance Interpretation of Clinical Trial Data
Teresa Curto, Cytel; Ashish Aggarwal , Cytel; Angelo Tinazzi , Cytel
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Mining Longitudinal Real-World Data to Identify Risk Factors for Cardiovascular Events Related to Anti-Dementia Medications
Meiqi He, University of Pittsburgh School of Pharmacy; Yuting Zhang, University of Melbourne Institute of Applied Economic and Social Research; Inmaculada Hernandez, University of Pittsburgh School of Pharmacy
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A Causal Model to Estimate the Effect of Distance-Weighted Built Environment Exposures from Longitudinal Data
Adam Peterson; Brisa Sanchez, Drexel University
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A Comparison of Missing Data Imputation Methods for Longitudinal Data
Meghan Sealey; Lan Zhu, Oklahoma State University
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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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Common Data Elements for the Longitudinal Study of Glioma
Laila Poisson
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Multivariate Joint Modeling of Mean and Variation and Time-Lagged Intensive Longitudinal Methods to Assess Associations Between Outcomes and Predictor Variation
Maryam Skafyan, University of Northern Colorado; Trent L Lalonde, University of Northern Colorado
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Integrative Variable Selection Method for Subgroup Analyzes in Longitudinal Data
Xiaochen Li, Indiana University; Sujuan Gao, Indiana University
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Hyper Prior Dirichlet Partial Multinomial Logistic Regression Through Multiple Binary Responses for Mozambique HIV/AIDS
Diana Gonzalez, Arizona State University; Di Fang, University of Arkansas
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Diagnostic Accuracy Evaluation of Diagnostic Assessment Model in Longitudinal Data: a Simulation Study of Neural Network Approach
Chi Chang, Michigan State University; Harlan McCaffery, University of Michigan
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An Exponential Effect Persistence Model for Intensive Longitudinal Data
Claude Setodji, RAND Corporation; Steven C. Martino, RAND Corporation; Michael S. Dunbar, RAND Corporation; William G. Shadel, RAND Corporation
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Multivariate Longitudinal Data from Eyes - Microperimetry Macular Sensitivity Loss in Patients with Stargardt Disease
Zhengfan Wang, UMASS-Amherst; Xiangrong Kong, Johns Hopkins University
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Relative Risk Estimation in Clustered/Longitudinal Data Using Generalized Estimating Equations (GEE)
Chao Zhu, Menzies Institute for Medical Research, University of Tasmania; David W Hosmer, University of Vermont; Jim Stankovich, School of Medicine, University of Tasmania, Central Clinical School, Monash University; Karen Wills, Menzies Institute for Medical Research, University of Tasmania ; Leigh Blizzard, Menzies Institute for Medical Research, University of Tasmania
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Bayesian Penalized Model for Classification and Selection of Functional Predictors Using Longitudinal MRI Data from ADNI
Asish Banik, Michigan State University; Taps Maiti, Michigan State University; Andrew Bender, Michigan State University
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Harmonization of Multi-Scanner Longitudinal MRI Neuroimaging Data
Joanne C Beer, University of Pennsylvania; Russell Shinohara, University of Pennsylvania; Kristin Linn, University of Pennsylvania
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Joint Valid Moments Bayesian Marginal Logistic Regression Model with Time Dependent Covariates
Maria Vazquez; Jeffrey Wilson, W. P. Carey School of Business, ASU
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A Bayesian Zero Inflated Binomial Model for Repeated Measures Count Data
Benjamin W. Rogers, UCLA
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Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome
Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
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Mediation Analysis for Longitudinal Data with Applications to Clinical Trial Data
Yun Zhang
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A Comparison of Methods to Estimate the Event Rate Based on Longitudinal Data
Bo Fu, Astellas Pharma Inc.; Xuan Liu, Astellas Pharma Inc.; Jun Zhao, Astellas Pharma Inc.
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Sample Size Considerations for Comparing Dynamic Treatment Regimens in a SMART with a Repeated-Measures Outcome
Nicholas Seewald, University of Michigan; Daniel Almirall, University of Michigan
8:35 AM
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An Exponential Effect Persistence Model for Intensive Longitudinal Data
Claude Setodji, RAND Corporation; Steven C. Martino, RAND Corporation; Michael S. Dunbar, RAND Corporation; William G. Shadel, RAND Corporation
8:40 AM
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Missing Data Imputation with Baseline Information in Longitudinal Clinical Trials
Yilong Zhang, Merck; Zachary Zimmer, Merck; Lei Xu, Merck; Gregory Golm, Merck; Raymond Lam, Merck; Susan Huyck, Merck; Frank G Liu, Merck Sharp & Dohme Inc.
8:50 AM
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A Simulation Study on the Performance of AIPW and TMLE in Estimating Parameters of Marginal Structural Models Based on Real-World Longitudinal Data
Dawei Liu, Biogen; John Zhong, Biogen; Carl De Moor, Biogen
8:50 AM
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Diagnostic Accuracy Evaluation of Diagnostic Assessment Model in Longitudinal Data: a Simulation Study of Neural Network Approach
Chi Chang, Michigan State University; Harlan McCaffery, University of Michigan
8:50 AM
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Balancing Data Confidentiality and Research Needs: NCHS Linked Mortality Files
Lisa Mirel, CDC/NCHS; Cordell Golden, CDC/NCHS/OAE/SPB; Cindy Zhang, CDC/NCHS/OAE/SPB
8:55 AM
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Exploratory Data Analysis of US Air Quality
Xuemao Zhang, East Stroudsburg University
9:05 AM
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Distribution-Free Threshold Regression for Time-To-Event Analysis
Mei-Ling Ting Lee, University of Maryland; George A Whitmore, McGill University
9:35 AM
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The Implications of Misreporting for Longitudinal Studies of SNAP
Erik Scherpf, USDA Economic Research Service; Brian Stacy , USDA Economic Research Service
9:35 AM
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Multivariate Longitudinal Data from Eyes - Microperimetry Macular Sensitivity Loss in Patients with Stargardt Disease
Zhengfan Wang, UMASS-Amherst; Xiangrong Kong, Johns Hopkins University
9:40 AM
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Harmonization of Multi-Scanner Longitudinal MRI Neuroimaging Data
Joanne C Beer, University of Pennsylvania; Russell Shinohara, University of Pennsylvania; Kristin Linn, University of Pennsylvania
9:40 AM
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Bayesian Penalized Model for Classification and Selection of Functional Predictors Using Longitudinal MRI Data from ADNI
Asish Banik, Michigan State University; Taps Maiti, Michigan State University; Andrew Bender, Michigan State University
9:50 AM
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Relative Risk Estimation in Clustered/Longitudinal Data Using Generalized Estimating Equations (GEE)
Chao Zhu, Menzies Institute for Medical Research, University of Tasmania; David W Hosmer, University of Vermont; Jim Stankovich, School of Medicine, University of Tasmania, Central Clinical School, Monash University; Karen Wills, Menzies Institute for Medical Research, University of Tasmania ; Leigh Blizzard, Menzies Institute for Medical Research, University of Tasmania
10:00 AM
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Mediation Analysis for Longitudinal Data with Applications to Clinical Trial Data
Yun Zhang
10:35 AM
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A Bayesian Joint Model for Longitudinal Frequency and Duration Outcomes in a Migraine Study
Gul Inan, Istanbul Technical University
11:35 AM
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Modeling Longitudinal Depressive Symptoms in Community-Based Studies
Ana W. Capuano, Rush University Medical Center; Jeffrey Dawson, University of Iowa; Sue E Leurgans, Rush University Medical Center; Donald Hedeker, University of Chicago
11:35 AM
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Joint Valid Moments Bayesian Marginal Logistic Regression Model with Time Dependent Covariates
Maria Vazquez; Jeffrey Wilson, W. P. Carey School of Business, ASU
11:45 AM
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A Bayesian Zero Inflated Binomial Model for Repeated Measures Count Data
Benjamin W. Rogers, UCLA
11:50 AM
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Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome
Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
12:00 PM
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Classification of Longitudinal Unbalanced Data: Growth Mixture Models Vs Conventional Cluster Analysis on Approximated Values at Common Time Points
Mosammat Tanbin; Benjamin E. Leiby, Thomas Jefferson University; Md Jobayer Hossain, Nemours children Healthcare Systems
12:05 PM
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Bayesian Nonparametric Models for Biomedical Data Analysis
Tianjian Zhou, The University of Chicago; Peter Müller, University of Texas Austin; Yuan Ji, The University of Chicago; Michael Daniels, University of Florida
2:05 PM
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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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The Joint Modeling of Longitudinal Covariates and Censored Quantile Regression
Bo Hu, Columbia University; Ying Wei, Columbia University, Biostatistics Department; Mary Beth Terry, Columbia University
2:05 PM
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Joint Analysis of Longitudinal and Interval-Censored Failure Time Data
Yin-Chu Chang
2:20 PM
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Joint Latent Class Trees: a Tree-Based Approach to Joint Modeling of Time-To-Event and Longitudinal Data
Ningshan Zhang, New York University; Jeffrey S. Simonoff, New York University
2:35 PM
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Bayesian Joint Models for Longitudinal and Competing Risks Data
Allison Furgal, University of Michigan Biostatistics; Ananda Sen, University of Michigan; Jeremy Taylor, University of Michigan
2:50 PM
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Joint Modeling of Longitudinal Data and Informative Zero-Inflated Cluster Size Adjusted for a Terminal Event
Biyi Shen, The Pennsylvania State University; Vernon Chinchilli, Pennsylvania State University; Ming Wang, Pennsylvania State University
3:05 PM
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Statistical Considerations for Metabolomic Data
Sharon Lutz, Harvard Medical School; Rachel S. Kelly, Channing Division of Network Medicine, Brigham & Women’s Hospital, Harvard Medical School; Joanne E. Sordillo, Harvard Medical School and Harvard Pilgrim Health Care ; Ann Wu, Harvard Medical School and Harvard Pilgrim Health Care
3:05 PM
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A Gaussian Copula Approach for Dynamic Prediction of Survival with a Longitudinal Biomarker
Krithika Suresh, University of Colorado; Jeremy Taylor, University of Michigan; Alexander Tsodikov, University of Michigan
3:20 PM
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Wednesday, 07/31/2019
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A Longitudinal Bayesian Mixed Effects Model with Hurdle Conway-Maxwell-Poisson Distribution
Tong Kang, University of Florida; Somnath Datta, University of Florida; Jeremy T. Gaskins, University of Louisville
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Adaptation of Random Survival Forests for Predicting Interval Censored Outcome Using a Longitudinal Biomarker: Application to Tacrolimus and Antibody Formation in Kidney Transplant
Kaci Pickett; Krithika Suresh, University of Colorado; Kristen Campbell, University of Colorado; Elizabeth Juarez-Colunga, University of Colorado Denver
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Outcome Dependent Sampling Designs for Longitudinal Studies Utilizing Existing Cohort Studies: Quantifying Possible Biases Due to Study Dropout
Melissa Wilson, Colorado School of Public Health - Denver|Anschutz, Dept. Biostatistics and Informatics; Samantha MaWhinney, University of Colorado Anschutz Medical Campus; Jose Castillo-Mancilla, University of Colorado - Denver|Anschutz, Dept. of Medicine, Division of Infectious Diseas; Kristine Erlandson, University of Colorado - Denver|Anschutz, Dept. of Medicine, Division of Infectious Diseas
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A Semiparametric Approach to Modeling Nonlinear Longitudinal Drug Concentration Data Utilizing Standard Software
Samantha MaWhinney, University of Colorado Anschutz Medical Campus; Mary Morrow, Colorado School of Public Health; Jose Castillo-Mancilla, University of Colorado - Denver|Anschutz, Dept. of Medicine, Division of Infectious Diseas; Peter Anderson, University of Colorado, School of Pharmacy
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Comparing Statistical Methods Modeling Disease Progression in Presence of Informative Censoring
Tahmineh Romero; Tristan Grogan, Department of Medicine Statistics Core (DOMStat); David Elashoff, UCLA
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Monitoring with Repeatedly Measured Marker: Assessing Incremental Value of Additional Measurements
Paramita Saha Chaudhuri, McGill University; James Hanley, McGill University; Hormuzd Katki, US National Cancer Institute
8:35 AM
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New Methodology for Characterizing Circadian Rhythms in Actigraphy Data Collected from a Wearable Device
Paul Albert , National Cancer Insititute; Sungduk Kim, NIH
9:20 AM
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Signal Subgraph Learning for Longitudinal Structural Brain Networks
Lu Wang, Central South University
9:35 AM
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Classification of Distinct Trajectories in Longitudinal Data with Irregular Spaced Intervals: Heterogeneous Linear Mixed Model Vs Mixture Modeling of BLUPs from Linear Mixed Model
Md Jobayer Hossain, Nemours children Healthcare Systems; Benjamin E. Leiby, Thomas Jefferson University
9:35 AM
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Constructed Composite Response: a Framework for Constructing Targeted Latent Variables
Christopher Barbour, National Institutes of Health; Mark Greenwood, Montana State University; Dominique Zosso, Montana State University; Bibiana Bielekova, National Institute of Allergy and Infectious Diseses
10:05 AM
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Personalized Statistics, Case Studies from an Isolated Statistician: Breaking Free of Convention and Implementing Impactful Analyzes That Make the Scientific Team Happy
Naomi Brownstein, Moffitt Cancer Center
10:55 AM
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Adaptive Designs for Drug Combination Informed by Longitudinal Model for the Response
Tobias Mielke, Janssen
11:05 AM
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Regression Analysis of Sparse Asynchronous Longitudinal Data with Informative Observation Times
Dayu Sun, University of Missouri; Hui Zhao, Zhongnan University of Economics and Law; Jianguo Sun, University of Missouri
11:05 AM
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JointMM: Joint Modeling of Longitudinal Microbiome and Time-To-Event Data with Application to a Type I Diabetes Study
Jiyuan Hu, New York Unversity School of Medicine; Chan Wang, Division of Biostatistics, NYU School of Medicine; Martin Blaser, New York University School of Medicine and Rutgers University; Huilin Li, NYU School of Medicine
11:20 AM
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Small Sample Corrections for Longitudinal RNAseq Data
Roula Tsonaka, Leiden University MC
11:20 AM
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Longitudinal Latent Class Modeling for Measurement Error Correction
Caroline P Groth, Feinberg School of Medicine, Northwestern University; David Aaby, Northwestern University Feinberg School of Medicine; Linda Van Horn, Northwestern University Feinberg School of Medicine; Michael Daniels, University of Florida; Juned Siddique, Feinberg School of Medicine, Northwestern University
11:35 AM
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A Bayesian Approach to Trajectory-Based Longitudinal Networks, with Application to the European Interbank Market
Antonietta Mira, Università della Svizzera italiana and Università dell'Insubria; Federica Bianchi, Univesità della Svizzera italiana; Stefano Peluso, Cattolica University and Università della Svizzera italiana; Francesco Bartolucci, University of Perugia
11:50 AM
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A Statistical Model for Longitudinal Analysis of Radiographic Lung Change Following Radiotherapy of Lung Cancer
Viviana Alejandra Rodriguez, Virginia Commonwealth University; Nitai Mukhopadhyay, Virginia Commonwealth University; Elisabeth Weiss, Virginia Commonwealth University
11:50 AM
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Discover Optimal Logic Rules as Complex Interaction in Longitudinal Study
Tan Li, Florida International University; Wensong Wu, Florida Internation University; Ingrid Gonzalez, Florida International University
11:50 AM
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Bayesian Sparse Functional Principal Components Analysis Models Dynamic Temporal Changes in Longitudinal Microbiome Studies
Lingjing Jiang, University of California, San Diego; Wesley Kurt Thompson, University of California, San Diego; Rob Knight, UC San Diego
12:05 PM
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Joint Modeling of Longitudinal Continuous, Longitudinal Ordinal, and Time-To-Event Outcomes
Abdus Sattar; Khurshid Alam, Case Western Reserve University; Arnab Maity, North Carolina State University; Sanjoy Sinha, Carleton University; Dimitris Rizopoulos, Erasmus University Medical Center
2:05 PM
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Joint Modeling of Multivariate Longitudinal Outcomes and Multiple Time-To-Events in Presence of Informative Censoring
Md Akhtar Hossain, University of South Carolina; Alexander C McLain, University of South Carolina; Hrishikesh Chakraborty, Duke Clinical Research Institute, Duke University
2:35 PM
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Multi-Peril Ratemaking for Property Insurance Using Longitudinal Data
Lu Yang, University of Amsterdam; Peng Shi, University of Wisconsin-Madison
2:45 PM
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Longitudinal Causal Inference Using EHRs
Roy Adams, Johns Hopkins University; Katharine E Henry, Johns Hopkins University; Hossein Soleimani, University of California - San Fransisco; Michael Rosenblum, Johns Hopkins Bloomberg School of Public Health; Suchi Saria, Johns Hopkins University
2:45 PM
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Generalized Variance Functions for Longitudinal Survey Data
Yan Lu, University of New Mexico; Guoyi Zhang, University of New Mexico; Yang Cheng, US Census Bureau
2:50 PM
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Dealing with Time-Varying Eligibility for Exposure Using the Target Trials Approach to Causal Inference with Electronic Health Records
Mireille Schnitzer, University of Montreal
2:55 PM
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Analysis of Longitudinal Metabolite Data with Substantial Missingness and Batch Effects
Evan Sticca, University of Colorado Anschutz Medical Campus; Audrey E Hendricks, University of Colorado Denver; Stephanie P Gilley, University of Colorado Anschutz Medical Campus; K Michael Hambidge, University of Colorado Anschutz Medical Campus; Nancy F Krebs, University of Colorado Anschutz Medical Campus; Sarah J Borengasser, University of Colorado Anschutz Medical Campus
3:05 PM
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Optimizing Personalized Biomarker Screening by Predicting Quantiles of Residual Lifetime in the Presence of Longitudinal Biomarkers
Phillip Schulte, Mayo Clinic; Fang-Shu Ou, Mayo Clinic; Martin Heller, Mayo Clinic
3:05 PM
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Bayesian Semiparametric Functional Mixed Models
Abhra Sarkar, The University of Texas at Austin; Giorgio Paulon, The University of Texas at Austin; Bharath Chandrsekaran, University of Pittsburg; Fernando Llanos, University of Pittsburgh
3:25 PM
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Joint Spline Models for Continuous Time Causal Mediation Analysis
Jeffrey M Albert, Case Western Reserve University; Tanujit Dey, Cleveland Clinic Foundation; Youjun Li, Case Western Reserve University; Jiayang Sun, Case Western Reserve University; Wojbor Woyczynski, Case Western Reserve University; Rujia Liu, Case Western Reserve University; Meeyoung Min, Case Western Reserve University
3:35 PM
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Thursday, 08/01/2019
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Quantile Regression Based Methods for Characterizing Highly Correlated Behavioral Data in Relation to Longitudinal Biomarkers with Censored Values
MinJae Lee, University of Texas McGovern Medical School; Michelle Vidoni, Univ. of Texas Health Science Center at Houston; Belinda Reininger, Univ. of Texas School of Public Health
8:35 AM
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Modeling Longitudinal Data with Interval Censored Anchoring Events
Chenghao Chu, Vertex Pharmaceuticals; Ying Zhang, University of Nebraska Medical Center; Wanzhu Tu, Indiana University
8:35 AM
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A Joint Model for Binary Longitudinal and Right-Censored Survival Data in the Context of Antibody Mediated Rejection After Kidney Transplantation
Maarten Coemans, KU Leuven; Aleksandar Senev, KU Leuven; Marie-Paule Emonds, KU Leuven; Maarten Naesens, KU Leuven; Geert Verbeke, Catholic University of Leuven
8:35 AM
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Testing for single-case designs by combined permutation tests with multivariate ordinal data
Luigi Salmaso, University of Padova; Riccardo Ceccato, University of Padova; Rosa Arboretti, University of Padova
8:50 AM
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Joint Modeling of Longitudinal and Time-To-Event Data with Application to Multiple Myeloma
Liangcai Zhang, Johnson & Johnson; Hong Tian, Janssen Pharmaceutical
8:50 AM
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Predicting Events from Longitudinal Data: The Imputed Cox Model
James Troendle, National Institutes of Health; Eric Leifer, National Heart,Lung and Blood Institute; Xin Tian, National Heart, Lung and Blood Institute, National Institutes of Health
9:05 AM
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Statistical Analysis of Longitudinal Data on Riemannian Manifolds
Xiongtao Dai, Iowa State University ; Zhenhua Lin, University of California, Davis; Hans Mueller, UC Davis
9:05 AM
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Unified Multivariate Longitudinal Analysis Using Dynamic Copula Models
Wei Zhang, Eunice Kennedy Shriver National Institute of Child Health and Human Development, NIH; Colin O. Wu, National Heart, Lung and Blood Institute, National Institutes of Health; Xin Tian, National Heart, Lung and Blood Institute, National Institutes of Health; Qizhai Li, Academy of Mathematics and Systems Science, Chinese Academy of Science
9:25 AM
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Structured Variable Selection for High-Dimensional Data, with Applications in Gene-Environment Interactions in Longitudinal Studies
Fei Zhou, Kansas State University; Jie Ren, Kansas State University; Cen Wu, Kansas State University
9:35 AM
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Longitudinal Predictive Risk Modeling
Seonjin Kim, Miami University; Hyunkeun Cho, University of Iowa, College of Public Health; Mi-Ok Kim, University of California San Francisco; Zhuangzhuang Liu, University of Iowa
9:50 AM
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Effective Disease Screening by Online Risk Monitoring
Lu You, University of Florida; Peihua Qiu, University of Florida
10:05 AM
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Accounting for Longitudinal Data Structures When Disseminating Synthetic Data to the Public
Joerg Drechsler, Institute for Employment Research; Robin Mitra, University of Lancaster; Sana Rashid, Willis Towers Watson
10:35 AM
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Efficient Estimation of Statistical Models for Longitudinal Data Under Local Box-Cox Transformation
Mohammed Chowdhury, Kennesaw State University
10:35 AM
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Nonparametric Estimation of Time-Lagged Varying-Coefficient Models with Longitudinal Data
Xin Tian, National Heart, Lung and Blood Institute, National Institutes of Health; Colin O. Wu, National Heart, Lung and Blood Institute, National Institutes of Health; Xiaoying Yang, The George Washington University; Zhaohai Li, The George Washington University
10:50 AM
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Validation of Sleep Measures Derived from Phone-Based Activity Data Compared to Self-Report
Briana Cameron, 23andMe; Devika Dhamija, 23andMe; Matthew McIntyre, 23andMe; Robert Gentleman, 23andMe; 23andMe Research Team, 23andMe
11:05 AM
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Measurement Error Correction for Change in Nutrient Intake
Bernard Rosner, Channing Division of Network Medicine, Harvard Medical School
11:20 AM
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