Keyword Search
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Keyword Search Criteria: Longitudinal returned 134 record(s)
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Sunday, 07/29/2018
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Estimation of Fire Duration Distribution with Missing Start Time
Yi Xiong, Simon Fraser University; John Braun, University of British Columbia ; Joan Hu, Simon Fraser University
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Probabilistic Partial Least Squares Regression Applied to Longitudinal and Cross-Sectional Compositional Data
Peter A Tait, McMaster Univeristy; Paul McNicholas, McMaster University
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A Gaussian Copula Approach for Dynamic Prediction of Survival with a Longitudinally Measured Marker
Krithika Suresh, University of Michigan; Jeremy M.G. Taylor, University of Michigan; Alexander Tsodikov, University of Michigan
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Retrospective Study Designs for Longitudinal Data Obtained from a Biobank-Linked Electronic Medical Record
Jonathan Schildcrout, Vanderbilt University Medical Center
2:05 PM
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Rank-Tracking Probabilities of Bivariate Dependent Variables in Longitudinal Studies
Seonjin Kim, Miami University; Hyunkeun Cho, University of Iowa; Colin O. Wu, National Heart, Lung and Blood Institute, NIH
2:05 PM
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A Gaussian Copula Approach for Dynamic Prediction of Survival with a Longitudinally Measured Marker
Krithika Suresh, University of Michigan; Jeremy M.G. Taylor, University of Michigan; Alexander Tsodikov, University of Michigan
2:10 PM
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Causal Inference for Outcomes Partially Identified by Longitudinal Laboratory Measures from EHRs
Jason Roy, University of Pennsylvania; Bret Zeldow, University of Pennslyvania
3:05 PM
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Joint Modeling of Longitudinal Multidimensional Quality of Life Measures in Chronic Dialysis Patients
Sudeshna Paul, Emory University; Mi-Kyung Song, Emory University
3:05 PM
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Bayesian Longitudinal Causal Inference in the Analysis of the Public Health Impact of Air Pollution
Chanmin Kim, Boston University School of Public Health; Corwin Zigler, Harvard T.H. Chan School of Public Health; Jason Roy, University of Pennsylvania; Michael Daniels, University of Florida
3:25 PM
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Nonparametric Analyses of Longitudinal Perturbation Data from the Human Microbiome
Susan Holmes, Statistics
4:05 PM
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Adjusting a Subject-Specific Timing of Event in Longitudinal Studies
Hyunkeun Cho, University of Iowa; Seonjin Kim, Miami University; Myunghee Lee, Weill Cornell Medical College
4:05 PM
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Symptom Clusters as a Visualization and Discovery Tool for Longitudinal Oncological Data
Stephanie Van Der Pas, Leiden University; Marta Fiocco, Leiden University
4:20 PM
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A Microbial Interdependence Association Test in Longitudinal Study
Huilin Li, New York University; Yilong Zhang, Merck Research Laboratories; Sung Won Han, Korea University; Laura Cox, Brigham and Women's Hospital and Harvard Medical School
4:25 PM
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Marginal Analysis of Ordinal Clustered Longitudinal Data with Informative Cluster Size
Aya A Mitani, Boston University ; Elizabeth K Kaye, Boston University; Kerrie P Nelson, Boston University
4:35 PM
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Inference and Optimal Design for Longitudinal Cluster-Randomized Clinical Trials Given a Small Number of Clusters with Application to a Serious Mental Illness Intervention Study
CHAE RYON KANG, University of Pittsburgh; DI ZHANG, University of Pittsburgh
4:50 PM
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Quantifying and Controlling for Sources of Technical Variation and Bias in Longitudinal Microbiome Surveys
Justin D Silverman, Duke University; Heather Durand, Duke University; Sayan Mukherjee, Duke University; Lawrence A David, Duke University
5:05 PM
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A Bayesian Nonparametric Model for Predicting Disease Status Using Longitudinal Profiles
Jeremy Gaskins, University of Louisville
5:05 PM
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Bayesian Multivariate Longitudinal Models for Bariatric Surgery Outcomes
Heidi Fischer, Kaiser Permanente Southern California; Karen Coleman, Kaiser Permanente Southern California; Robert Weiss, UCLA; Stephen Derose, Kaiser Permanente Southern California; Allon Friedman, Indiana University School of Medicine; David H. Smith, Kaiser Permanente Center for Health Research; Talha Imam, Kaiser Permanente Southern California
5:20 PM
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Generalized Linear Models with Multiple Longitudinal Covariate Processes
Erning Li, University of Iowa
5:35 PM
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Monday, 07/30/2018
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Four-Way Interaction Effects on the Major Depressive Disorder Based on Multifactor Dimensionality Reduction Method
Jung Yeon Lee, NYU School of Medicine; Wonkuk Kim, Chung-Ang University; Judith S Brook, NYU School of Medicine
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Graphical Model for Continuous Longitudinal Data
Lei Wang, The University of Queensland
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Comparing Behavioral Dynamics Between Groups of Mice Using Hierarchical Hidden Semi Markov Models
Emmeke Aarts, Utrecht University
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An R2 Statistic for Covariance Model Selection in the Linear Mixed Model
Byron Jaeger, University of Alabama at Birmingham; Lloyd Edwards, University of Alabama at Birmingham; Matthew Gurka, University of Florida
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A Novel Robust Approach for Analysis of Longitudinal Data
Yuexia Zhang, Fudan University; Guoyou Qin, Fudan University; Zhongyi Zhu, Fudan University
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Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Meng Ru, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
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Sampling Studies for Longitudinal Functional Data Analysis
Toni Jassel; Andrada E Ivanescu, Montclair State University
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Evaluating Quantile Estimation Methods for Setting Normal Values for Longitudinal Measures
Jeffrey Slezak, Kaiser Permanente; Steven J Jacobsen, Kaiser Permanente; Stephanie Reading, Kaiser Permanente
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Survival Analysis Using Intensive Longitudinal Data and Irregular Moments of Reporting
Trent Lalonde, Applied Statistics Program, University of Northern Colorado; Kristina T Phillips, University of Northern Colorado; Michael M Phillips, University of Northern Colorado
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Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
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Effect of Longitudinal Intracranial Pressure on Ordinal Glasgow Outcome Scale Using a Joint Model Approach
Maria Laura Rubin, The University of Texas MD Anderson Cancer Center; Wenyaw Chan, University of Texas Health Science Center at Houston; Jose-Miguel Yamal, The University of Texas Health Science Center at Houston; Claudia Sue Robertson, Baylor College of Medicine
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A Bayesian Semiparametric Joint Model for Longitudinal and Survival Data
Pengpeng Wang, Florida State University; Jonathan R. Bradley, Florida State University; Elizabeth H. Slate, Florida State University
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Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Ting-Yu Chen, The University of Texas Health Science Center at Houston; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
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Horizontal and Vertical Effects in a Logistic Regression Model
Diana Gonzalez, Arizona State University
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A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Lance Ford, University of Oklahoma Health Sciences Center; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
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Pleiotropic Effects of Genetic Variants on Aging Traits and Lifespan: Applications of Stochastic Process Models
Konstantin Arbeev, Duke University; Olivia Bagley, Duke University; Fang Fang , Duke University; Hongzhe Duan, Duke University; Ilya Zhbannikov, Duke University; Igor Akushevich, Duke University; Alexander Kulminski, Duke University; Svetlana Ukraintseva, Duke University; Anatoliy Yashin, Duke University
8:35 AM
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Sample Size Considerations for Comparing Dynamic Treatment Regimens in a Sequential Multiple-Assignment Randomized Trial with a Continuous Longitudinal Outcome
Nicholas J Seewald, University of Michigan; Kelley M Kidwell, University of Michigan; James R McKay, University of Pennsylvania; Inbal Nahum-Shani, University of Michigan; Daniel Almirall, University of Michigan
9:35 AM
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Bayesian Nonparametric Analysis of Longitudinal Data with Ordinal Outcomes and Non-Monotone Non-Ignorable Missingness
Yu Cao, Virginia Commonwealth University; Nitai Mukhopadhyay, Virginia Commonwealth University
9:50 AM
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Effect of Longitudinal Intracranial Pressure on Ordinal Glasgow Outcome Scale Using a Joint Model Approach
Maria Laura Rubin, The University of Texas MD Anderson Cancer Center; Wenyaw Chan, University of Texas Health Science Center at Houston; Jose-Miguel Yamal, The University of Texas Health Science Center at Houston; Claudia Sue Robertson, Baylor College of Medicine
10:35 AM
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Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
10:40 AM
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Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Ting-Yu Chen, The University of Texas Health Science Center at Houston; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
10:45 AM
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Gradient-Based Approach to Sufficient Dimension Reduction for Functional and Longitudinal Data
Ming-Yueh Huang, Academia Sinica; Kwun Chuen Gary Chan, University of Washington
10:50 AM
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Horizontal and Vertical Effects in a Logistic Regression Model
Diana Gonzalez, Arizona State University
10:50 AM
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An R2 Statistic for Covariance Model Selection in the Linear Mixed Model
Byron Jaeger, University of Alabama at Birmingham; Lloyd Edwards, University of Alabama at Birmingham; Matthew Gurka, University of Florida
10:55 AM
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A Bayesian Semiparametric Joint Model for Longitudinal and Survival Data
Pengpeng Wang, Florida State University; Jonathan R. Bradley, Florida State University; Elizabeth H. Slate, Florida State University
11:00 AM
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Matrix Decomposition for Modeling Multiple Sclerosis Lesion Development Processes
Menghan Hu, Brown University; Ani Eloyan, Brown University; Russell T. Shinohara, University of Pennsylvania Perelman School of Medicine; Ciprian Crainiceanu, Johns Hopkins University
11:05 AM
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A Novel Robust Approach for Analysis of Longitudinal Data
Yuexia Zhang, Fudan University; Guoyou Qin, Fudan University; Zhongyi Zhu, Fudan University
11:10 AM
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Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Meng Ru, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
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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Ultra-High-Dimensional Single-Index Models for Longitudinal Data
Brittany Green, University of Cincinnati; Yan Yu, University of Cincinnati; Dr. LIAN Heng, City University of Hong Kong
11:35 AM
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Evaluating Quantile Estimation Methods for Setting Normal Values for Longitudinal Measures
Jeffrey Slezak, Kaiser Permanente; Steven J Jacobsen, Kaiser Permanente; Stephanie Reading, Kaiser Permanente
11:35 AM
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Survival Analysis Using Intensive Longitudinal Data and Irregular Moments of Reporting
Trent Lalonde, Applied Statistics Program, University of Northern Colorado; Kristina T Phillips, University of Northern Colorado; Michael M Phillips, University of Northern Colorado
11:40 AM
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Longitudinal Models for Kidney Function Decline
Jing Zhang, Moores UCSD Cancer Center; Loki Natarajan, UCSD; Kumar Sharma, Division of Nephrology,University of Texas Health San Antonio; Tina Costacou, University of Pittsburgh; Janet Snell-Bergeon , University of Colorado Anschutz Medical Campus, School of Medicine; Rachel Miller, University of Pittsburgh; Trevor Orchard, University of Pittsburgh
11:50 AM
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Smoothing Spline ANOVA Models for Nonparametric Covariance Estimation for Longitudinal Data
Tayler Blake, Information Control Company; Yoonkyung Lee, Ohio State University
11:50 AM
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A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Lance Ford, University of Oklahoma Health Sciences Center; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
11:55 AM
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Bessel Functions and the Ordering of Changes in Biomarkers, with Application to the Hypothesized Biomarker Model in Preclinical Alzheimer Disease
Chengjie Xiong, Washington University in St Louis; Jingqin Luo, Washington University; John Morris, Washington University
12:05 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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Strategies for Analyzing Summary Variables in the Presence of Partially Missing Longitudinal Data
Jennifer Thompson, Vanderbilt University; Rameela Chandrasekhar, Vanderbilt University
2:50 PM
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Nonresponse Bias Analysis for the Medicare Current Beneficiary Survey
Kirk Wolter, NORC at the University of Chicago; Ying Li, NORC at the University of Chicago; Whitney Murphy, NORC at the University of Chicago
3:00 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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Outcomes of Suicide Risk Assessment and Safety Planning in a Longitudinal Mixed Mode Survey of Patients with Complex Psychiatric Disorders
Danna Moore, Washington State University-Social & Economic Science Research Center; John Fortney, University of Washington, School of Medicine; Dan Vakoch, Washington State Univesity-Social and Economic Sciences Research Center
3:25 PM
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Tuesday, 07/31/2018
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Defining a More Powerful Endpoint in a Longitudinal Trial with information of correlation coefficient
Ruji Yao; qing li, merck; wen-chi wu, merck
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Analyzing Longitudinal Clustered Count Data with Zero Inflation: Marginal Regression Modeling with Conway-Maxwell-Poisson Distribution
Tong Kang, University of Florida; Somnath Datta, University of Florida; Steven Levy, University of Iowa
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The Effect of Player Injuries on Major League Baseball Team Performance: A Longitudinal Analysis of the 2014-2017 Regular Seasons
Jay Schaffer, Univ of Northern Colorado; Austin Brown, University of Northern Colorado
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Index of Local Sensitivity to Non-Ignorability for Longitudinal Data with Non-Monotone Missingness
Chengbo Yuan, University of Illinois at Chicago; Donald Hedeker, University of Chicago; Robin Mermelstein, University of Illinois at Chicago; Hui Xie, SPH,University of Illinois at Chicago and Faculty of Simon Fraser University
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Analysis of Longitudinal Semicontinuous Data Using Marginalized Two-Part Model
Miran Jaffa, American University of Beirut; Mulugeta Gebregziabher, Medical University of South Carolina; Ayad A Jaffa, American University of Beirut
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A Bayesian Semiparametric Model for Correlated Longitudinal Data: An Application to Studies Involving Patients and Family Members
Li-Jung Liang, UCLA
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An Evaluation of Statistical Methods with Missing Data in Small Clinical Trials
Takayuki Abe, Yokohama City University, School of Data Science; Kazuhito Shiosakai, Daiichi Sankyo Co., Ltd.; Manabu Iwasaki, Yokohama City University, School of Data Science
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Evaluating the Impact of Missing Data Mechanisms and Imputation Methods in Analysis of Bivariate Longitudinal Data with Subject Effect
Yonggang Zhao, Skyview Research; Qianqiu Li, Johnson & Johnson
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Comparison of Latent Variable Models with Black Box Methods to Classify Disease Flare
Jonathan Grotts
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Predicting Mood Using Multivariate Mobile Sensor Data Streams for Medical Interns
Timothy NeCamp, University of Michigan; Zhenke Wu, University of Michigan; Srijan Sen, University of Michigan; Edward Ionides, University of Michigan
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Method for Evaluating Longitudinal Follow-Up Frequency: Application to Dementia Research
Leah Suttner, University of Pennsylvania; Sharon X Xie, University of Pennsylvania
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Nonresponse Bias Analysis for the Medicare Current Beneficiary Survey
Kirk Wolter, NORC at the University of Chicago; Ying Li, NORC at the University of Chicago; Whitney Murphy, NORC at the University of Chicago
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Can We Increase Contact Rates and Reduce Costs in a Longitudinal Survey by Including an SMS in the Contact Protocol? Results from an Embedded Experiment
Anton Johansson, Statistics Sweden; Dan Hedlin, Stockholm university
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Outcomes of Suicide Risk Assessment and Safety Planning in a Longitudinal Mixed Mode Survey of Patients with Complex Psychiatric Disorders
Danna Moore, Washington State University-Social & Economic Science Research Center; John Fortney, University of Washington, School of Medicine; Dan Vakoch, Washington State Univesity-Social and Economic Sciences Research Center
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Addressing Challenges in an International Study with Propensity Scores: a Case Study from Indonesia
Marissa Gargano, RTI International; Susan Edwards, RTI International
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A Comparative Longitudinal Study of the Distributions of Observed Versus Estimated Untreated Natural Blood Pressures
Saryet Kucukemiroglu
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Estimating Memory Decline Among Nondemented Older Adults
Wenzhu Mowrey, Albert Einstein College of Medicine; Ellen Grober, Albert Einstein College of Medicine; Molly E Zimmerman, Albert Einstein College of Medicine; Mindy J Katz, Albert Einstein College of Medicine; Charles B Hall, Albert Einstein College of Medicine; Martin J Sliwinski, Pennsylvania State University; Richard B Lipton, Albert Einstein College of Medicine
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A Probabilistic Linkage Approach for Combining VA and State Prescription Drug Databases for Evaluating Veterans' Receipt of Long-Term Opioid Therapy Across Multiple Systems
Larry Cook, University of Utah; Tess A Gilbert, HSR&D Center to Improve Veteran Involvement in Care ; Kathleen F Carlson, HSR&D Center to Improve Veteran Involvement in Care
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Addressing Challenges in an International Study with Propensity Scores: a Case Study from Indonesia
Marissa Gargano, RTI International; Susan Edwards, RTI International
8:45 AM
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A Comparative Longitudinal Study of the Distributions of Observed Versus Estimated Untreated Natural Blood Pressures
Saryet Kucukemiroglu
8:45 AM
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Grouping Trajectories of Unbalanced Longitudinal Data: a Comparison Between Growth Curve Mixture Models and Clustering BLUPs from Mixed Effects Models
Md Hossain, Nemours Biomedical Research, A.I. DuPont Children's Hospital; Benjamin Leiby, Thomas Jefferson University
9:05 AM
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Can We Increase Contact Rates and Reduce Costs in a Longitudinal Survey by Including an SMS in the Contact Protocol? Results from an Embedded Experiment
Anton Johansson, Statistics Sweden; Dan Hedlin, Stockholm university
9:30 AM
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New Dimension Reduction Methods for Combining Longitudinally Measured Biomarkers
Ruth Pfeiffer , National Cancer Institute; Wei Wang , George Washington University ; Efstathia Bura , Vienna University of Technology
9:35 AM
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Method for Evaluating Longitudinal Follow-Up Frequency: Application to Dementia Research
Leah Suttner, University of Pennsylvania; Sharon X Xie, University of Pennsylvania
9:35 AM
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Estimating Memory Decline Among Nondemented Older Adults
Wenzhu Mowrey, Albert Einstein College of Medicine; Ellen Grober, Albert Einstein College of Medicine; Molly E Zimmerman, Albert Einstein College of Medicine; Mindy J Katz, Albert Einstein College of Medicine; Charles B Hall, Albert Einstein College of Medicine; Martin J Sliwinski, Pennsylvania State University; Richard B Lipton, Albert Einstein College of Medicine
9:45 AM
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A Probabilistic Linkage Approach for Combining VA and State Prescription Drug Databases for Evaluating Veterans' Receipt of Long-Term Opioid Therapy Across Multiple Systems
Larry Cook, University of Utah; Tess A Gilbert, HSR&D Center to Improve Veteran Involvement in Care ; Kathleen F Carlson, HSR&D Center to Improve Veteran Involvement in Care
9:50 AM
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Analysis of Time-Course Microbiota Data Through Longitudinal Linear Combination Test
Elham Khodayari Moez, University of Alberta; Morteza Hajihosseini, University of Alberta; Anita Kozyrskyj, University of Alberta; Irina Dinu, University of Alberta
10:50 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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Estimating Gestational Age from Maternal and Neonatal Anthropometry
Ana Maria Ortega-Villa, National Institutes of Health; Paul S Albert, National Cancer Institute
11:50 AM
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Nonparametric Estimation of Risk Tracking Indices for Longitudinal Studies
Xin Tian, National Heart, Lung and Blood Institute; Colin O. Wu, National Heart, Lung and Blood Institute, NIH
11:50 AM
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A Joint Modeling Framework Using Responses and Response Times to Track Skill Acquisition: Model Estimation and Application
Shiyu Wang, University of Georgia; Susu Zhang, University of Illinois at Urbana-Champaign; Jeff Douglas, University of Illinois at Urbana-Champaign; Steven Culpepper, University of Illinois at Urbana-Champaign
2:25 PM
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Reducing Accelerometer Data in Instrumented Vehicles
Michael Owen Bishop, University of Iowa College of Public Health; Jeffrey D Dawson, University of Iowa College of Public Health; Jennifer Merickel, University of Nebraska Medical Center; Matthew Rizzo, University of Nebraska Medical Center
3:05 PM
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Predicting Suicide Risk: Statistical Methods for Using EHR Data to Inform Mental Health Care
Rebecca Coley, Kaiser Permanente Washington Health Research Institute; Susan Shortreed, Kaiser Permanente Washington Health Research Institute; Rod Walker, Kaiser Permanente Washington Health Research Institute; Eric Johnson, Kaiser Permanente Washington Health Research Institute
3:25 PM
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Wednesday, 08/01/2018
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Bayesian Hierarchical Modeling of Clustered or Longitudinal RNA Sequencing Experiments
Brian Vestal, National Jewish Health; Camille Moore, National Jewish Health; Katerina Kechris, Colorado School of Public Health; Laura Saba, University of Colorado Anschutz Medical Campus; Tasha Fingerlin, National Jewish Health
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Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
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MMRM Estimates Consideration for Longitudinal Data in Clinical Trials
Yaohua Zhang, Vertex Pharmaceuticals; Zheng (Jason) Yuan, Vertex Pharmaceuticals; Chenkun Wang, Vertex Pharmaceuticals; Bingming Yi, Vertex Pharmaceuticals
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Statistical Models for Longitudinal Analysis of Preclinical Efficacy Screens
William Forrest, Genentech, Inc; Bruno Alicke, Genentech; Oleg Mayba, Genentech; Alice Starr, Genentech
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How to Implement Empirical Results of Complex Longitudinal Analysis Models into Microsimulation and Test the Sensitivity of Such Implementations
Dawid Bekalarczyk; Petra Stein, University of Duisburg-Essen
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Path Analysis of Personality and Physiologic Pathways in Muscle Strength Decline
An-Lin Cheng, University of Missouri, Kansas City, School of Medicine
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Estimation of Outcome Trajectory Using Inverse Probability of Censoring Weighting When Data Are Missing Not at Random
Dustin Rabideau, Harvard T.H. Chan School of Public Health; Constantin T. Yiannoutsos, Indiana University Fairbanks School of Public Health; Ronald J. Bosch, Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health; Judith Lok, Harvard T.H. Chan School of Public Health
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A Nonlinear Model for Truncated and Mismeasured Time-Varying Covariates in Joint Models for Longitudinal and Survival Data
Lang Wu, University of British Columbia
8:35 AM
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Modeling Covariance Structure for Longitudinal Data
Annie Qu, University of Illinois at Urbana-Champaign
8:35 AM
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Estimating Time-to-Event Characteristics via Longitudinal Threshold Regression Models - an Application to Cervical Dilation Progression
Caroline Mulatya, Emmes; Alexander C McLain , University of South Carolina; Bo Cai, University of South Carolina; James Hardin, University of South Carolina; Paul S Albert, National Cancer Institute
8:35 AM
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How to Implement Empirical Results of Complex Longitudinal Analysis Models into Microsimulation and Test the Sensitivity of Such Implementations
Dawid Bekalarczyk; Petra Stein, University of Duisburg-Essen
8:40 AM
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Statistical Models for Longitudinal Analysis of Preclinical Efficacy Screens
William Forrest, Genentech, Inc; Bruno Alicke, Genentech; Oleg Mayba, Genentech; Alice Starr, Genentech
8:45 AM
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Joint Analysis of Multiple Highly Correlated Biomarkers and an Event Time via a Longitudinal Principal Component Approach
Gang Li, UCLA
8:55 AM
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Longitudinal Regression Trees: An Application to Environmental Exposure and Growth
Brianna Heggeseth, Macalester College; Anna Neufeld, Williams College
9:05 AM
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Improve Risk Prediction Model Estimation with Longitudinal Surrogate Markers
Yu Zheng, Harvard T.H. Chan School of Public Health; Tianxi Cai, Harvard T.H. Chan School of Public Health; Lu Tian, Stanford University School of Medicine
9:15 AM
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MMRM Estimates Consideration for Longitudinal Data in Clinical Trials
Yaohua Zhang, Vertex Pharmaceuticals; Zheng (Jason) Yuan, Vertex Pharmaceuticals; Chenkun Wang, Vertex Pharmaceuticals; Bingming Yi, Vertex Pharmaceuticals
9:15 AM
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Interactive Statistical and Visual Analysis of Longitudinal Metagenomic
Hector Corradoa Bravo, University of Maryland
9:15 AM
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Different Causes of Missing Values in a Randomized Clinical Trial of Kidney Decline: Implications for the Statistical Analysis Plan
Andrzej Galecki, University of Michigan; Cathie Spino, University of Michigan; Alessandro Doria, Joslin Diabetes Center; Michael Mauer, University of Minnesota
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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Estimation of Outcome Trajectory Using Inverse Probability of Censoring Weighting When Data Are Missing Not at Random
Dustin Rabideau, Harvard T.H. Chan School of Public Health; Constantin T. Yiannoutsos, Indiana University Fairbanks School of Public Health; Ronald J. Bosch, Center for Biostatistics in AIDS Research, Harvard T.H. Chan School of Public Health; Judith Lok, Harvard T.H. Chan School of Public Health
9:45 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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Longitudinal Parametric Dose-Response Surface Model Assisted Early Phase Study Design
Yongming Qu, Eli Lilly and Company
9:50 AM
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Path Analysis of Personality and Physiologic Pathways in Muscle Strength Decline
An-Lin Cheng, University of Missouri, Kansas City, School of Medicine
9:50 AM
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Future Events Prediction with a Forward Intensity Function Approach
Lili Zhu, Bristol-Myers Squibb; Temple University; Cheng Yong Tang, Temple University
10:05 AM
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Principal Stratification for Longitudinal Data in Environmental Trials
Joshua Keller, Johns Hopkins Bloomberg School of Public Health; Roger D Peng, Johns Hopkins University
10:05 AM
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Longitudinal Independent Component Modeling Framework for fMRI Decomposition
Yikai Wang, Emory University; Ying Guo, Emory University
10:35 AM
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Repeated Measures Random Forests: Identifying Factors Associated with Nocturnal Hypoglycemia
Juanjuan Fan, San Diego State University; Peter Calhoun, Dexcom, Inc.; Richard Levine, San Diego State University
10:50 AM
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Estimating Subject-Specific Rates of Change from Longitudinal Data
Christopher Morrell, Loyola University Maryland; Larry J. Brant, Loyola University Maryland; Majd AlGhatrif, NIA, NIH; Edward G. Lakatta, NIA, NIH
2:05 PM
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Challenges Confronted and Insights Revealed in Synthesizing State-Level Integrated Data
Daniel Bonnery, University of Maryland; Michael E Woolley, University of Maryland and Maryland Longitudinal Data System Center; Laura Stapleton, University of Maryland and Maryland Longitudinal Data System Center; Tessa Johnson, University of Maryland and Maryland Longitudinal Data System Center; Angela Henneberger, University of Maryland and Maryland Longitudinal Data System Center; Bess Rose, University of Maryland and Maryland Longitudinal Data System Center; Yi Feng, University of Maryland and Maryland Longitudinal Data System Center; Terry Shaw, University of Maryland and Maryland Longitudinal Data System Center; Yating Zheng, University of Maryland and Maryland Longitudinal Data System Center
2:05 PM
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Degrees of Freedom Adjustment in Mixed Model Repeated Measures Analyzes with Missing Data
Michael McDermott, University of Rochester Medical Center; Madhurima Majumder, Bayer Pharmaceuticals
2:05 PM
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On Mean Corrected Generalized Estimating Equations
Ye Shen, University of Georiga; Chao Li, University of Georgia
2:35 PM
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Approaches to Tipping Point Analyzes for a Binary Endpoint in Longitudinal Clinical Trials
Joseph Wu, Pfizer; Huaming Tan, Pfizer, Inc.; Neal Thomas, Pfizer; Cunshan Wang, Pfizer, Inc.
2:50 PM
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A Shared Parameter Location Scale Mixed Effect Model for EMA Data Subject to Informative Missing
Xiaolei Lin, The University of Chicago; Robin Mermelstein, University of Illinois at Chicago; Donald Hedeker, University of Chicago
2:50 PM
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Sure Independent Screening for Ultra-high Longitudinal Data
Yafei Zhang, Virginia Tech; Pang Du, Virginia Tech
2:50 PM
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Thursday, 08/02/2018
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Dynamic Prediction of Competing Risk Events using Landmark Sub-distribution Hazard Model with Multivariate Longitudinal Biomarkers
Cai Wu, Merck & Co.; Liang Li, UT MD Anderson Cancer Center; Ruosha Li, University of Texas School of Public Health
8:50 AM
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Latent Space Approaches to Community Detection in Dynamic Networks
Yuguo Chen, University of Illinois at Urbana-Champaign; Daniel Sewell, University of Iowa
9:15 AM
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Additive Modeling for Longitudinal Data via Classical Backfitting
Suneel Babu Chatla; Li-Shan Huang, Institute of Statistics, National Tsing Hua University, TAIWAN
9:35 AM
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Estimation and Inference for the Mediation Effect in a Time-Varying Mediation Model
Donna Coffman, Temple University; Xizhen Cai, Temple University; Runze Li, Penn State University
9:50 AM
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Risk Prediction Using Longitudinal Predictors: An Application to Electronic Health Records Data
Benjamin A Goldstein, Duke University; Michael Pencina, Duke University; Gina-Maria Pomann, Duke University; Wolfgang Winkelmayer, Baylor University
10:35 AM
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Trajectory Quantile Regression for Longitudinal Data
Huijuan Ma, Emory University; Limin Peng, Emory University; Haoda Fu, Eli Lilly and Company
11:25 AM
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Evaluating the Ability of a Biomarker to Improve the Diagnosis of Malaria Infection in Malaria 'Challenge' Trials
Holly Janes, Fred Hutchinson Cancer Research Center
11:50 AM
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