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: Weight returned 107 record(s)
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Sunday, 07/30/2017
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I Ran a Nonresponse Follow-Up Survey; Now What Do I Do?
Phillip Kott, RTI
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Non-Probability Sampling: The Good, the Bad, and the Oh So Interesting
Jill Dever, RTI International
2:05 PM
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Determining Personalized Dosing Intervals
Xiaomao Li, university of wisconsin-madison; Jun Shao, university of wisconsin-madison; Menggang Yu, university of wisconsin-madison
2:35 PM
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Classification Using Ensemble Learning Under Weighted Misclassification Loss
Yizhen Xu, Brown University; Tao Liu, Brown University, Dept of Biostatistics; Rami Kantor , Brown Univeresity School of Medicine; Ann Mwangi, Moi University; Michael J Daniels, University of Texas at Austin; Joseph Hogan, Brown University, Dept of Biostatistics
3:05 PM
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Tree Based Weighted Learning for Estimating Individualized Treatment Rules with Censored Data
Yifan Cui, University of North Carolina at Chapel Hill; Ruoqing Zhu, University of Illinois Urbana-Champaign; Michael R Kosorok, University of North Carolina at Chapel Hill
3:20 PM
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Sequential Outcome-Weighted Multicategory Learning for Estimating Optimal Individualized Treatment Rules
Xuan Zhou
4:20 PM
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Combining Clinical and Nonclinical Big Data from Multiple Sources
Javier Cabrera, Rutgers University; Birol Emir, Pfizer Inc; Demissie Alemayehu, Pfizer Inc
5:25 PM
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Monday, 07/31/2017
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Mixture DOE Approach for Weights Optimization in Regression Ensembles
Stanislav Zakharkin, PepsiCo
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Deriving Parent-Child Pair Weights for the National Health Interview Survey Data
Guangyu Zhang, National Center for Health Statistics; Yulei He, National Center for Health Statistics; Nathaniel Schenker, Retired; Van Parsons, National Center for Health Statistics
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Efficient Multivariate Entropy Estimation Via k-Nearest Neighbour Distances
Thomas Berrett, University of Cambridge
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Rank-Based Estimation for Generalized Additive Models with an Application to Fisheries Data
Hannah Correia, Auburn University; Asheber Abebe, Auburn University
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Raking Weighting Methodology: Reweight Combined Multiple Years of Child Data, the Behavioral Risk Factor Surveillance System (BRFSS) Asthma Call-Back Survey
Xiaoting Qin, Center for Disease Control Prevention; Hatice S Zahran, Center for Disease Control Prevention; Cathy M Bailey, Center for Disease Control Prevention
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
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Weighted Bayesian Random-Effects Meta-Analysis Models
Uma Siangphoe, U.S. Food and Drug Administration
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Parametric Mediational G-Formula Approach to Mediation Analysis with Time-Varying Exposures, Mediators, and Confounders: An Application for Smoking, Weight, and Blood Pressure
Sheng-Hsuan Lin, Columbia Mailman School of Public Health
8:55 AM
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Covariate-Powered Weighted Multiple Testing with False Discovery Rate Control
Huber Wolfgang, EMBL; Nikos Ignatiadis, Stanford University
8:55 AM
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Bin-Weighted Ensemble Classifiers
Karsten Maurer, Miami University; Walter Bennette, Air Force Research Lab
9:05 AM
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Inverse Probability of Treatment Weighted Estimator for Exposure Adjusted Incidence Rate Ratio for Rare Adverse Event in Pooled Studies Controlling for Confounding by Study
Hui Wang, Astrazeneca; Sudipta Bhattacharya, AstraZeneca
9:20 AM
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Rank-Based Estimation for Generalized Additive Models with an Application to Fisheries Data
Hannah Correia, Auburn University; Asheber Abebe, Auburn University
9:25 AM
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Cross Validation for Penalized M-Estimation with a Case-Weight Adjusted Solution Path
Shanshan Tu, The Ohio State University; Yunzhang Zhu, Ohio State University ; Yoonkyung Lee, The Ohio State University
9:30 AM
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Weighting Mixed Mode Data for the 2015 Residential Energy Consumption Survey (RECS)
Patrick Chen, RTI International; Shaofen Grace Deng, U.S. Energy Information Administration; Neeraja Sathe, RTI International; Lanting Dai, RTI International; Rachel Harter, RTI International; Phillip Kott, RTI
9:35 AM
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Estimating Causal Effects from a Randomized Clinical Trial When Noncompliance Is Measured with Error
Jeffrey Boatman; David Vock, University of Minnesota; Joseph Koopmeiners, University of Minnesota; Eric Donny, University of Pittsburgh
9:35 AM
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Issues Related to Statistical Validation of Minimal Residual Disease as a Surrogate Endpoint for Clinical Trials and Drug Approvals in AML
Liang Xiu, Janssen Research and Development; Rianka Bhattacharya, Janssen Research and Development; Jianan Hui, University of California, Riverside; Hong Tian, Janssen Research and Development
9:50 AM
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Evaluating Classification Performance of Biomarkers in Two-Phase Case-Control Studies
Lu Wang, Fred Hutchinson Cancer Research Center; Ying Huang, Fred Hutchinson Cancer Research Center
10:05 AM
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On Sufficient Dimension Reduction with Missing Responses Through Estimating Equations
Yuexiao Dong, Temple University; Qi Xia, Temple University; Chengyong Tang, Temple University
10:35 AM
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Modeling Count Data from a Complex Survey using Pseudo Maximum Likelihood
Mulugeta Gebregziabher, MUSC; Lin Dai, Medical University of South Carolina
10:55 AM
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Raking Weighting Methodology: Reweight Combined Multiple Years of Child Data, the Behavioral Risk Factor Surveillance System (BRFSS) Asthma Call-Back Survey
Xiaoting Qin, Center for Disease Control Prevention; Hatice S Zahran, Center for Disease Control Prevention; Cathy M Bailey, Center for Disease Control Prevention
11:05 AM
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Weighted Quantile Regression Splines using Total Variation Regularization
Jae-Hwan Jhong, Korea University; Ja-Yong Koo, Korea University
11:10 AM
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Analysis of Multilevel Complex Survey Data: Comparison of Procedures from Several Software
Lin Dai, Medical University of South Carolina; Mulugeta Gebregziabher, MUSC
11:15 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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Estimation of the Cumulative Incidence Function Under Multiple Dependent and Independent Censoring Mechanisms
Judith Lok, Harvard T H Chan School of Public Health; Shu Yang, North Carolina State University; Brian Sharkey, NA; Michael Hughes, Harvard
11:35 AM
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On the Effect of Co-Exposure to Multiple Toxicants
Xinhua Liu, Columbia University; Zhezhen Jin, Columbia University
11:50 AM
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Weighted Bayesian Random-Effects Meta-Analysis Models
Uma Siangphoe, U.S. Food and Drug Administration
11:50 AM
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A Latent Variable Approach to Elicit Continuous Toxicity Scores and Severity Weights for Multiple Toxicities in Dose-Finding Oncology Trials
Nathaniel O'Connell, Medical University of South Carolina; Elizabeth Garrett-Mayer, Medical University of South Carolina
2:05 PM
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Adjustments to Student Weights to Account for Student Nonresponse in the National Assessment of Educational Progress
John Riddles, Westat; Gonzalo Rivero, Westat; John Burke, Westat; Keith Rust, Westat
2:05 PM
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An Effecient Method for Quantile Regression
Mei Ling Huang, Brock University; Ramona Rat, Brock University; Wai Kong Yuen, Brock University
2:05 PM
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Instrumental Variable Methods for Censored Data
Douglas Lehmann, University of Miami; Yun Li, University of Michigan; Douglas Earl Schaubel, University of Michigan
2:05 PM
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Robust Estimation of Weighted Average Treatment Effects for a Target Population
Yebin Tao, Eli Lilly and Company; Haoda Fu
2:20 PM
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Alternative Methods to Estimate Pooled Effect Size and Its Uncertainty in Meta-Analysis
Alok Dwivedi, Texas Tech University Health Sciences Center El Paso; Mona Pathak, All India Institute of Medical Sciences; Sada Nand Dwivedi, All India Institute of Medical Sciences; Rakesh Shukla, University of Cincinnati
2:50 PM
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Design Weight and Calibration
Kelly Toppin, National Agricultural Statistics Service; Luca Sartore, National Institute of Statistical Sciences; Clifford Spiegelman, Texas A&M University
2:50 PM
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Estimation of Capture Probabilities by Accounting for Sample Designs
Jonathon Abernethy; Luca Sartore, National Institute of Statistical Sciences; Habtamu Benecha, USDA National Agricultural Statistics Service; Clifford Spiegelman, Texas A&M University
3:05 PM
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Tuesday, 08/01/2017
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Sample Design and Weighting for Estimating a Dose-Response Curve
Sharon Lohr, Westat; Pamela Broene, Westat; Eric Jodts, Westat
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Effects of Link Misspecification in Propensity Score Weighting Adjustment
Samantha Spiers, LSUHSC School of Public Health, Biostatistics Program; Evrim Oral, LSUHSC School of Public Health
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A Simulation Study to Evaluate How Sample Weight Adjustment for the National Health and Nutrition Examination Survey (NHANES) Affects Nonresponse Bias
Te-Ching Chen, NCHS; Jennifer Parker, National Center for Health Statistics; Tala Fakhouri, NCHS
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Disregarding Survey Sampling Method When Analyzing Complex Surveys Can Jeopardize Research Findings
Julia N. Soulakova, University of Central Florida; Chiung-Ya Tang, University of Central Florida, Burnett School of Biomedical Sciences, College of Medicine
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Adjustment of Multi-Sample U-Statistics to Right Censored Data with Confounding Covariates
YICHEN CHEN, DEPARTMENT OF BIOSTATISTICS, UNIVERSITY OF FLORIDA; Somnath Datta, University of Florida
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A Principal Stratification Approach to Evaluate the Causal Effect of A Patient Activation Intervention For Bone Health Outcomes
YIYUE LOU, University of Iowa; Michael P. Jones, University of Iowa; Stephanie W. Edmonds, University of Iowa; Fredric D. Wolinsky , University of Iowa; Peter Cram, University of Iowa
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Subgroup Analyzes with Survival Data in Retrospective Cohort Studies
Rima Izem, Food and Drug Administration; Jiemin Lao, Sphere Institute; Mao Hu, Acumen LLC; Yuqin Wei, Sphere Institute; Michael Wernecke, Acumen LLC; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS); David J Graham, Food and Drug Administration
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Joint Modeling of Mean, Dispersion, and Weights
Katherine Irimata, Arizona State University
8:35 AM
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Changes to the Sample Design and Frame of a National Survey of People Living with HIV
Christopher Johnson, CDC; Ronaldo Iachan, ICF International; Richard Lee Harding, ICF; Adam Lee, ICF; Tonja Kyle, ICF; Jason Craw, CDC; Linda Beer, CDC; Roy L. Shouse, CDC
8:35 AM
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Evaluating the Effect of Weighting Adjustments on HIV Prevalence Estimates in Three Population-Based HIV Impact Assessments Surveys
Tien-Huan Lin, Westat; Natalia Weil, Westat; Ismael Flores Cervantes, Westat; Suzue Saito, ICAP at Columbia University
8:50 AM
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A Principal Stratification Approach to Evaluate the Causal Effect of A Patient Activation Intervention For Bone Health Outcomes
YIYUE LOU, University of Iowa; Michael P. Jones, University of Iowa; Stephanie W. Edmonds, University of Iowa; Fredric D. Wolinsky , University of Iowa; Peter Cram, University of Iowa
8:55 AM
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When Should We Use Linear Fixed Effects Regression Models for Causal Inference with Longitudinal Data?
Kosuke Imai, Princeton University; In Song Kim, MIT
9:00 AM
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Evaluation of Nonresponse Weighting Adjustment Methods for a National Survey of People Living with HIV
Adam Lee, ICF; Ronaldo Iachan, ICF International; Richard Lee Harding, ICF; Davia Spado, ICF; Jason Craw, CDC; Christopher Johnson, CDC; Luke Shouse, CDC
9:05 AM
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Stable Balancing Weights for Marginal Structural Models
María de los Angeles Resa Juárez, Columbia University; José R. Zubizarreta, Columbia University
9:15 AM
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Deriving a Person-Level Weight for Analyzing MEPS Supplemental Data from a Linked Medical Organization Survey
Marc Zodet, Agency for Healthcare Research and Quality; Sadeq R Chowdhury, Agency for Healthcare Research and Quality; Steven Machlin , Agency for Healthcare Research and Quality
9:35 AM
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Assuring Quality in Dual Frame RDD National or Sub-National Surveys Using Cell Phone Numbers Without Area Codes in South Korea
Sun Woong Kim, Dongguk University; Young-Je Woo, Dongguk University; Nam-Hun Kim, Dongguk University
9:50 AM
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A Partition Weighted Kernel (PWK) Method for Estimating Marginal Likelihoods
Ming-Hui Chen, University of Connecticut; Yu-Bo Wang, National Institutes of Health; Lynn Kuo, University of Connecticut; Paul O. Lewis, University of Connecticut
10:35 AM
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Subgroup Analyzes with Survival Data in Retrospective Cohort Studies
Rima Izem, Food and Drug Administration; Jiemin Lao, Sphere Institute; Mao Hu, Acumen LLC; Yuqin Wei, Sphere Institute; Michael Wernecke, Acumen LLC; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS); David J Graham, Food and Drug Administration
10:50 AM
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Statistical Machine Learning and Precision Medicine
Michael Lawson, University of North Carolina at Chapel Hill; Michael R Kosorok, University of North Carolina at Chapel Hill
11:25 AM
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Hypothesis testings on high-dimensional individualized treatment rules
Young-Geun Choi, Fred Hutchinson Cancer Research Center; Yang Ning, Cornell University; Yingqi Zhao, Fred Hutchinson Cancer Research Center
11:50 AM
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Measurement of Chain Drift in the Chained Consumer Price Index
Joshua Klick, U.S. Bureau of Labor Statistics
11:50 AM
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Designing for What's Important: a Comparison of Bayesian and General Weighted Optimality Criteria
Jonathan W. Stallings, North Carolina State University
2:20 PM
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A Comparison of Statistical Methods to Evaluate the Relationship Between Gestational Weight Gain and Gestational Age at Birth
Lucia Petito, University of California, Berkeley; Nicholas P. Jewell, University of California, Berkeley
2:35 PM
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Why Humans Are So Dominant - Some Brain Studies
Marepalli Rao, University of Cincinnati
2:50 PM
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A Novel Framework for Selection Bias in Electronic Health Records-Based Research
Sarah B Peskoe, Harvard TH Chan School of Public Health; Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health
3:05 PM
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Wednesday, 08/02/2017
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Highly Robust Multiple Imputation Models Using BART
Michael R. Elliott, University of Michigan; Vincent Tan, Univerisity of Michigan; Carol Flannagan, Univerisity of Michigan
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The Heckman Selection Model with Complex Survey Data
Michael Machiorlatti, University of Oklahoma Health Sciences Center; Sixia Chen; Dr. Sara Vesely, The University of Oklahoma Health Sciences Center
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Analysis of Familial Aggregation with Complex Survey Data
Cong Wang, George Washington University; Zhaohai Li, George Washington University; Barry I. Graubard, National Cancer Institute
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Imputation of Missing Data in Surveys and Studies in Dental Research
Michael Larsen, George Washington University; Charles D Larsen, Stony Brook School of Dental Medicine
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Estimation and Model Selection by Data-Driven Weighted Likelihoods
Sam-Erik Walker, Dept. of Math., Univ. of Oslo; Nils Lid Hjort, University of Oslo
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Estimating Causal Effects from Using Augmented Inverse Probability Weighted Estimators When Noncompliance Is Measured with Error
David Vock, University of Minnesota; Jeffrey Boatman; Joseph Koopmeiners, University of Minnesota
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MINIMIZING ERROR in MEGA-POLLS: LESSONS from the 2016 ELECTION
Joseph Zappa, Ipsos Public Affairs; Robert Petrin, Ipsos Public Affairs; Kaitlyn McAuliffe, Ipsos Public Affairs
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Comparison of Trend Testing Methods: a Simulation Study with NSDUH Data
Dan Liao, RTI International; Matthew Williams, Substance Abuse and Mental Health Services Administration; Sarra Hedden, Substance Abuse and Mental Health Services Administration; Rachel Harter, RTI International; Jiantong Wang, RTI International; Victoria Scott, RTI International
8:55 AM
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Estimating Causal Effects from Using Augmented Inverse Probability Weighted Estimators When Noncompliance Is Measured with Error
David Vock, University of Minnesota; Jeffrey Boatman; Joseph Koopmeiners, University of Minnesota
8:55 AM
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Highly Robust Multiple Imputation Models Using BART
Michael R. Elliott, University of Michigan; Vincent Tan, Univerisity of Michigan; Carol Flannagan, Univerisity of Michigan
9:00 AM
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SUFFICIENT WEIGHTED BOOTSTRAPPING
Khairul Islam, Eastern Michigan University; Sarjinder Singh, Texas A&M University-Kingsville
9:05 AM
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A Geometric Framework for Density Modeling
Sutanoy Dasgupta, Florida State University
9:20 AM
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Imputation of Missing Data in Surveys and Studies in Dental Research
Michael Larsen, George Washington University; Charles D Larsen, Stony Brook School of Dental Medicine
9:30 AM
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Estimation and Model Selection by Data-Driven Weighted Likelihoods
Sam-Erik Walker, Dept. of Math., Univ. of Oslo; Nils Lid Hjort, University of Oslo
9:30 AM
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The Heckman Selection Model with Complex Survey Data
Michael Machiorlatti, University of Oklahoma Health Sciences Center; Sixia Chen; Dr. Sara Vesely, The University of Oklahoma Health Sciences Center
9:55 AM
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Analysis of Familial Aggregation with Complex Survey Data
Cong Wang, George Washington University; Zhaohai Li, George Washington University; Barry I. Graubard, National Cancer Institute
10:00 AM
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MINIMIZING ERROR in MEGA-POLLS: LESSONS from the 2016 ELECTION
Joseph Zappa, Ipsos Public Affairs; Robert Petrin, Ipsos Public Affairs; Kaitlyn McAuliffe, Ipsos Public Affairs
10:10 AM
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Empirical Likelihood Inference for Complex Surveys and the Design-Based Oracle Variable Selection Theory
Changbao Wu, University of Waterloo; Puying Zhao, University of Waterloo; David Haziza, University of Montreal
10:35 AM
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New Machine Learning Tools for Discovering and Utilizing Biomarkers in Precision Medicine
Daniel Luckett, University of North Carolina at Chapel Hill; Eric Laber, North Carolina State University; Michael R Kosorok, University of North Carolina at Chapel Hill
10:55 AM
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What Housing Assistance Support Recipients Report as Rent and How They Sort Out, as Indicated by Record Linkage
W. Kingkade, U.S. Census Bureau
11:05 AM
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Measuring Severity of a Relapsing Disease: Non-Parametric Estimator Combining Recurrence of Events and Event-Duration
Sudipta Bhattacharya, AstraZeneca
11:35 AM
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Testing Models for Weight Smoothing in the Current Employment Statistics Survey
Christopher Grieves, U.S. Bureau of Labor Statistics; Julie Gershunskaya, U.S. Bureau of Labor Statistics
11:35 AM
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Bayesian Modeling of Uncertainties in End-Use Electricity Consumption Amounts Inferences
Hiroaki Minato, U. S. Energy Information Administration (EIA)
11:50 AM
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Restricted Multinomial Regression for a Triple-System Estimation with List Dependence
Luca Sartore, National Institute of Statistical Sciences; Habtamu Benecha, USDA National Agricultural Statistics Service; Kelly Toppin, National Agricultural Statistics Service; Clifford Spiegelman, Texas A&M University
12:05 PM
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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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A Review of Weighting Assumptions for Geosampling-Based Survey Designs: a Case Study in Nigeria
Jennifer Unangst, RTI International; Safaa Amer, RTI International
2:05 PM
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High-Dimensional Precision Medicine from Patient Derived Xenograft Data
Naim Rashid, University of North Carolina at Chapel Hill; Jingxiang Chen, University of North Carolina at Chapel Hill; Michael Lawson, University of North Carolina at Chapel Hill; Daniel Luckett, University of North Carolina at Chapel Hill; Longshaokan Wang, North Carolina State University; Eric Laber, North Carolina State University; Yufeng Liu, University of North Carolina; Jen Jen Yeh, University of North Carolina at Chapel Hill; Donglin Zeng, University of North Carolina; Michael R Kosorok, University of North Carolina at Chapel Hill
2:35 PM
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Collapsing Weighting Adjustments in the National Immunization Survey (NIS) - Is There an Advantage?
Elizabeth Ormson, NORC at the University of Chicago; Philip J. Smith, Centers for Disease Control and Prevention; Zhen Zhao, CDC; Qiao Ma, NORC at the University of Chicago
2:35 PM
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Variance When Using Weights for Full Probability Sample to Analyze Arbitrarily Combined Sub-Samples: NHANES 2011 - 2014
Rey deCastro, Centers for Disease Control & Prevention
2:50 PM
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Thursday, 08/03/2017
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The Use of Propensity Weight Adjustments for a Mobile Panel Sample
Ronaldo Iachan, ICF International; John Boyle, ICF; Robert Tortora, ICF; Yangyang Deng, ICF
8:35 AM
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Bayesian Analysis of Survey Data with Sampling Weights
Luis Leon Novelo, University of Texas-Health Science Center At Houston-School of Public Health; Terrance Savitsky, U.S. Bureau of Labor Statistics
8:55 AM
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Calibrated Multiple Imputation
Joseph Kang, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; Yulei He, National Center for Health Statistics; Precious Esie, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB; Jaeyoung Hong, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB; Kyle Bernstein, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB
9:00 AM
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Blending of Probability and Convenience Samples as Applied to a Survey of Military Caregivers
Michael Robbins, RAND Corporation
9:20 AM
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Correcting for the Multiplicity Issue in a Probability Sample of Homeless Youth
Daniela Golinelli, Mathematica Policy Research; Joan Tucker, RAND; William Shadel, RAND
9:35 AM
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Optimizing Acute Myelogenous Leukemia Treatment Regimes via Sequential Conditional Structural Mean Models
Geoffrey Johnson, GlaxoSmithKline; Abdus Wahed, University of Pittsburgh
9:50 AM
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Piecewise Mixed Effects Model to Detect Event Associated Changes in Health Trajectories: Pre- and Post-Acute-Bronchitis Growth Trajectories in Children Ages 0-5 Years
Md Hossain, Nemours Biomedical Research, A.I. DuPont Children's Hospital; H Tim Bunnell, Nemours; Thomas H Shaffer, Nemours
10:35 AM
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Calculating State Weights for the Consumer Expenditure Survey
Susan King, U.S. Bureau of Labor Statistics
10:50 AM
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James-Stein Type Optimal Weight Choice for Frequentist Model Average Estimator
LIN YAO, SUNY Binghamton; Ganggang Xu, Binghamton University; Xingye Qiao, Binghamton University
10:50 AM
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Built-In BLUP Genotype Imputation of Adaptive-Weight Genetic Association Burden Test for Data with Complex Correlations
Ting Guan; Xiaowei Wu, Virginia Tech
11:20 AM
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Bayesian Modeling for Weighting Adjustment and Inference in Sample Surveys
Yajuan Si, University of Wisconsin-Madison
11:35 AM
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