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Sunday, 08/03/2014
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Optimal Design Through Weighting
John P. Morgan, Virginia Tech; Jonathan W. Stallings, North Carolina State University
2:05 PM
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A Weight-Trimming Approach to Achieve a Comparable Increase to Bias Across Countries in the Programme for the International Assessment of Adult Competencies
Wendy Van de Kerckhove, Westat; Leyla Mohadjer, Westat; Thomas Krenzke, Westat
2:05 PM
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Weighting Data from a Sample Survey of HIV Patients in a Community-Based Service Delivery System: The 2011 Los Angeles Coordinated Needs Assessment-Care (LACHNA-Care) Study
Christopher H. Johnson, CDC; Rhodri Dierst-Davies, Los Angeles County Department of Public Health; Amy Rock Wohl, Los Angeles County Department of Public Health
2:25 PM
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Noncoverage Adjustments in a Single-Frame Cell-Phone Survey: Weighting Approach to Adjust for Phoneless and Landline-Only Households
Nadarajasundaram Ganesh, NORC at the University of Chicago; Meena Khare, NCHS/CDC/DHHS; Elizabeth Ormson, NORC at the University of Chicago; Wei Zeng, NORC at the University of Chicago; Jenny Jeyarajah, CDC; David Yankey, CDC; Zhen Zhao, CDC; Kirk Wolter, NORC at the University of Chicago
2:35 PM
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SIMEX for Weighting and Matching Applications with Error-Prone Covariates
Daniel McCaffrey, Educational Testing Service; J.R. Lockwood, Educational Testing Service
3:05 PM
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Single-Stage Generalized Raking Application in the American Housing Survey
Brian Shaffer, U.S. Census Bureau; Yang Cheng, U.S. Census Bureau; Eric Slud, U.S. Census Bureau
3:20 PM
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Monday, 08/04/2014
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DTR: An R Package for Estimation and Comparison of Dynamic Treatment Regimes
Xinyu Tang, University of Arkansas for Medical Sciences; Maria Melguizo, University of Arkansas for Medical Sciences
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Identifying Genetic Variants for Addiction via Propensity Score Adjusted Generalized Kendall's Tau
Yuan Jiang, Oregon State University; Ni Li, Hainan Normal University; Heping Zhang, Yale
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Reducing Sampling Bias in Social Media Data for County Health Inference
Aron Culotta, Illinois Institute of Technology
8:35 AM
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Robust Estimation for Secondary Trait Association in Case-Control Genetic Studies
Jean de Dieu Tapsoba, Fred Hutchinson Cancer Research Center; Charles Kooperberg, Fred Hutchinson Cancer Research Center; Alexander P. Reiner, University of Washington; Ching-Yun Wang, Fred Hutchinson Cancer Research Center; James Y. Dai, Fred Hutchinson Cancer Research Center
9:20 AM
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Causal Mediation Analysis in Multi-site Trials: An Application of Ratio-of-Mediator-Probability Weighting to the Head Start Impact Study
Xu Qin, University of Chicago; Guanglei Hong, University of Chicago
10:50 AM
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Imputing Biomarker Outcome Refusals and Unasked Questions in a Nonresponse Follow-Up for Environmental Exposure Models
Brian M. Wells, University of Michigan; James Lepkowski, University of Michigan
3:20 PM
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Combining State Behavioral Risk Factor Surveillance System Data: Weighting for National Estimates
William Robb, ICF International; Lee Harding, ICF International; Ronaldo Iachan, ICF International
3:35 PM
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Tuesday, 08/05/2014
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Accounting for Pre-Treatment Dropout Using Inverse Probability Weighting: Application to a Phase III Clinical Trial in Multiple Sclerosis
Stephen Lake, Genzyme; Amy Cinar, Genzyme; Jeff Palmer, Genzyme; David Margolin, Genzyme; Michael Panzara, Genzyme
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Project Talent: Weighting Adjustments Comparison for Nonresponse and Tracking Loss in a Follow-Up Survey 50 Years Later
Danielle Battle, American Institutes for Research
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The Parametric G-Formula to Compare the Effectiveness of Two Anemia Management Strategies Among Medicare Dialysis Patients
Yi Zhang, Medical Technology and Practice Patterns Institute; Mae Thamer, Medical Technology and Practice Patterns Institute
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Introductory Overview Lecture on Methods of Estimation for Complex Surveys, Part I
Jay Breidt, Colorado State University
8:35 AM
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Introductory Overview Lecture on Methods of Estimation for Complex Surveys, Part II
David Haziza, Université de Montréal
9:20 AM
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Effects of Imperfect Unit Size Information on Complex Sample Designs and Estimators
Randall Powers, Bureau of Labor Statistics; John Eltinge, Bureau of Labor Statistics
10:05 AM
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Project Talent: Weighting Adjustments Comparison for Nonresponse and Tracking Loss in a Follow-Up Survey 50 Years Later
Danielle Battle, American Institutes for Research
10:10 AM
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Estimating Population Treatment Effects from a Survey Subsample
Kara Rudolph, Johns Hopkins Bloomberg School of Public Health; Ivan Diaz, Johns Hopkins Bloomberg School of Public Health; Michael Rosenblum, Johns Hopkins Bloomberg School of Public Health; Elizabeth A. Stuart, Johns Hopkins Bloomberg School of Public Health
10:55 AM
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Analysis of Repeated Measures in the Presence of Missing Observations
Jing Jerry Li, Merck
11:50 AM
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Multiply Robust Estimation in Regression Analysis with Missing Data
Peisong Han, University of Waterloo
2:25 PM
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Particle Move-Reweighting Strategies for Online Inference
Reinaldo Marques, University of Oslo; Geir Storvik, University of Oslo
2:45 PM
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Wednesday, 08/06/2014
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Practical Tools for Designing and Weighting Survey Samples
Jill Dever, RTI International
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Using Weighting to Improve Cell Suppression Pattern in Annual Survey of Manufacturers
Bei Wang, U.S. Census Bureau
8:50 AM
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A Simulation Study to Compare Inverse Probability Weighting with Other Commonly Used Missing Data Imputation Methods for Binary Outcome Variables
Fang Liu, Merck; Chen Jingjing, MedImmune
9:05 AM
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Estimating the Effect of Beta-Interferon Exposure in Delaying Disease Progression in Relapsing-Remitting Multiple Sclerosis Patients Using Causal Inference Tools
Mohammad Karim, University of British Columbia; Paul Gustafson, University of British Columbia; Albert John Petkau, University of British Columbia; Yinshan Zhao, University of British Columbia; Afsaneh Shirani, University of Texas Southwestern Medical Center; Elaine Kingwell, University of British Columbia; Charity Evans, University of Saskatchewan; Mia van der Kop, Karolinska Institutet; Joel Oger, University of British Columbia; Helen Tremlett, University of British Columbia
10:05 AM
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Methods to Adjust for Treatment Switching That Disrupts Randomization in Clinical Trials
Jessica Young, Harvard School of Public Health
10:55 AM
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A Design Effect Measure for Calibration Weighting in Cluster Samples
Kimberly Henry, IRS/SOI; Richard Valliant, University of Michigan/University of Maryland
11:20 AM
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Effect of Benchmarking by Industry and Size Class on National Compensation Survey Estimates
Christopher Guciardo, BLS
11:35 AM
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A Joint Latent Class Analysis for Adjusting Survival Bias with Application to Trauma Transfusion Study
Sangbum Choi, University of Texas at Houston; Mohammad Hossein Rahbar, University of Texas Health Science Center at Houston; Jing Ning, MD Anderson Cancer Center; Jin Piao, University of Texas at Houston; Chuan Hong, University of Texas School of Public Health; Deborah J. del Junco, University of Texas Health Science Center at Houston; Erin E. Fox, University of Texas Health Science Center at Houston; John B. Holcomb, University of Texas Health Science Center at Houston
2:20 PM
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Thursday, 08/07/2014
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Estimating Causal Effects Using Stratification and Weighting Propensity Score Estimators with Complex Survey Data
Robert Ashmead, Ohio State University; Bo Lu, Ohio State University
8:35 AM
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Testing for Phase Capacity in Surveys with Multiple Waves of Nonrespondent Follow-Up
Taylor Lewis, University of Maryland
9:15 AM
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Incorporation of Clinical Meaningfulness into the Analysis of a Continuous Variable to Improve Efficiency
Qi Jiang, Amgen; Steven Snapinn, Amgen
9:15 AM
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Predictive Modeling for Observational Studies with Adjustment of Selection Bias
Zugui Zhang, Christiana Care Health System
9:50 AM
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A Comparison Study of Weighting Adjustment and Multiple Imputation for Missingness Due to Nonlinkage: A Study of the National Health Interview Survey Linked to Medicare Data Files
Guangyu Zhang, NCHS/CDC; Nathaniel Schenker, NCHS; Jennifer Parker, NCHS
10:35 AM
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Reducing Quality Variation Across Countries in an International Survey
Laura Alvarez-Rojas, Westat; Thomas Krenzke, Westat; Leyla Mohadjer, Westat
10:50 AM
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A Weighting Analogue to Pair Matching in Propensity Score Analysis
Liang Li, MD Anderson Cancer Center; Tom Greene, University of Utah
11:00 AM
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Covariate Balancing Propensity Score for General Treatment Regimes
Kosuke Imai, Princeton University; Marc Ratkovic, Princeton University; Christian Fong, Princeton University
11:25 AM
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Partly Conditional Regression to Inform Treatment Assignment Strategies
Douglas E. Schaubel, University of Michigan; Xu Shu, University of Michigan; John D. Kalbfleisch, University of Michigan
11:50 AM
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