Name: 2019 Joint Statistical Meetings
Start: 2019-07-27T07:00:00+00:00
End: 2019-08-01
Location: Colorado Convention Center

Legend:
CC = Colorado Convention Center H = Hyatt Regency Denver at Colorado Convention Center
* = applied session ! = JSM meeting theme

Activity Details

18 * !	Sun, 7/28/2019, 2:00 PM - 3:50 PM	CC-203
CURRENT and FUTURE DIRECTIONS of INTENSIVE LONGITUDINAL DATA ANALYSIS — Topic Contributed Papers
Health Policy Statistics Section, Biometrics Section
Organizer(s): Trent L Lalonde, University of Northern Colorado
Chair(s): Joey Zhou, Q2
2:05 PM	Current and Future Directions of Intensive Longitudinal Data Analysis Presentation 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
2:25 PM	The Role of Time-Dependent Covariates in Models for the Risk of Repeated Events Presentation Trent L Lalonde, University of Northern Colorado
2:45 PM	Shared Parameter Mixed-Effects Location Scale Models for Intensive Longitudinal Data Presentation Donald Hedeker, University of Chicago; Robin Mermelstein, University of Illinois at Chicago
3:05 PM	Discussant: Jeffrey Wilson, W. P. Carey School of Business, ASU
3:25 PM	Discussant: Saul Shiffman, University of Pittsburgh
3:45 PM	Floor Discussion

24 * !	Sun, 7/28/2019, 2:00 PM - 3:50 PM	CC-102
Emerging Opportunities for Utilizing Real-World Evidence to Impact Drug Development and Regulatory Decision-Making — Topic Contributed Panel
Biopharmaceutical Section, Health Policy Statistics Section, Section on Statistics in Epidemiology
Organizer(s): Joo-Yeon Lee, U.S Food and Drug Administration
Chair(s): Hana Lee, U.S Food and Drug Administration
2:05 PM	Emerging Opportunities for Utilizing Real-World Evidence to Impact Drug Development and Regulatory Decision-Making Presentation 1 Presentation 2 Presentation 3 Presentation 4
Panelists:	David Martin , FDA David Benkeser, Emory Jessica M Franklin, Brigham and Women’s Hospital and Harvard Medical School Weili He, AbbVie
3:40 PM	Floor Discussion

65 * !	Sun, 7/28/2019, 4:00 PM - 5:50 PM	CC-706
New Methods for Identifying and Testing Heterogeneous Treatment Effects in One or a Pair of Studies — Topic Contributed Papers
Health Policy Statistics Section, Social Statistics Section, Section on Statistics in Epidemiology
Organizer(s): Amelia M Haviland, Carnegie Mellon University - Heinz College
Chair(s): Amelia M Haviland, Carnegie Mellon University - Heinz College
4:05 PM	Inference for the Smoothed Proportion Whose Average Treatment Effect Exceeds a Threshold Presentation Jonathan Levy
4:25 PM	Proposing and Testing Sub-Groups with Heterogeneous Treatment Effects: a Sequence of Two Studies Presentation Rahul Ladhania, Carnegie Mellon University; Amelia M Haviland, Carnegie Mellon University - Heinz College; Neeraj Sood, University of Southern California; Ateev Mehrotra, Harvard Medical School
4:45 PM	Discovering Heterogeneous Exposure Effects in Air Pollution Studies Presentation Kwonsang Lee, Harvard University; Dylan Small, University of Pennsylvania; Francesca Dominici, Harvard T.H. Chan School of Public Health
5:05 PM	Best Practices for Detecting Treatment Effect Heterogeneity in Multisite Trials Presentation Luke Miratrix, Harvard University
5:25 PM	Floor Discussion

218815	Mon, 7/29/2019, 7:00 AM - 8:30 AM	H-Mineral Hall F
Health Policy Statistics Section Executive Committee Meeting — Other Cmte/Business
Health Policy Statistics Section
Chair(s): Ruth Etzioni, Fred Hutchinson Cancer Research Center

93	Mon, 7/29/2019, 7:00 AM - 8:15 AM	H-Centennial Ballroom G-H
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
ML04:	Leveraging Large Publicly Available Data Resources to Address Critical Questions in Health Services and Health Policy Research Ruth Etzioni, Fred Hutchinson Cancer Research Center

100 * !	Mon, 7/29/2019, 8:30 AM - 10:20 AM	CC-709
Pragmatic Randomized Clinical Trials: Challenges and Impact on Clinical Practice and Health Policies — Invited Papers
Health Policy Statistics Section, Biopharmaceutical Section, Section on Statistics in Marketing
Organizer(s): Valentina Bayer, Boehringer Ingelheim
Chair(s): Victoria Gamerman, Boehringer Ingelheim
8:35 AM	Key Elements in the Design of Pragmatic Randomized Clinical Trials Presentation Valentina Bayer, Boehringer Ingelheim
9:00 AM	Estimating the Per-Protocol Effect in Pragmatic Trials Miguel Hernan, Harvard University
9:25 AM	Generalization of Randomized Trial Results with Latent Motivation Effect Andrea B Troxel, NYU School of Medicine; Chenxiang Li, NYU School of Medicine
9:50 AM	Data Sources Used in Pragmatic Clinical Trials: How Do the Puzzle Pieces Fit Together? Vincent Willey, HealthCore
10:15 AM	Floor Discussion

111 * !	Mon, 7/29/2019, 8:30 AM - 10:20 AM	CC-102
Evidence Beyond Traditional Clinical Trials — Invited Papers
Section on Medical Devices and Diagnostics, Biopharmaceutical Section, Health Policy Statistics Section
Organizer(s): Martin Ho, FDA
Chair(s): Chava Zibman, FDA Center for Devices and Radiological Health
8:35 AM	Recent Statistical Developments in Considering Real World Evidence for Regulatory Decisioin Making Martin Ho, FDA; Weili He, AbbVie
8:55 AM	Propensity Score-Integrated Approaches for Incorporating Real-World Evidence in Clinical Studies Presentation Chenguang Wang, John Hopkins University
9:15 AM	External Evidence: Latest Developments from the Eponymous Medical Device Innovation Consortium Working Group Presentation Theodore Lystig, Medtronic
9:35 AM	Use of Past Control Observations Within a Perpetual Platform Trial Presentation Kert Viele, Berry Consultants; Scott Berry, Berry Consultants
9:55 AM	Discussant: Telba Irony, FDA CBER
10:15 AM	Floor Discussion

143 * !	Mon, 7/29/2019, 10:30 AM - 12:20 PM	CC-507
Critical Role of Statistics in Evaluating Real World Evidence for Legal and Regulatory Applications — Invited Papers
Stats. Partnerships Among Academe Indust. & Govt. Committee, Advisory Committee on Forensic Science, Health Policy Statistics Section
Organizer(s): Pamela McGovern, U.S. Department of Agriculture
Chair(s): Ying Ding, University of Pittsburgh
10:35 AM	Statistics and the Fair Administration of Justice Presentation Hal Stern, University of California, Irvine; Alicia Carriquiry, Iowa State University; Bill Eddy, Carnegie Mellon University; Karen Kafadar, University of Virginia
11:00 AM	How Appropriate Analysis Can Improve the Legal System’s Appreciation of the Strength of Statistical Evidence Submitted in EEO Cases Presentation Joseph Lewis Gastwirth, George Washington University
11:25 AM	Critical Role of Statistics in Leveraging Real World Data and Evidence for Regulatory Decision-Making Presentation Lilly Yue, U.S. Food and Drug Administration
11:50 AM	Discussant: Barry Nussbaum
12:10 PM	Floor Discussion

167	Mon, 7/29/2019, 10:30 AM - 12:20 PM	CC-502
SPEED: Missing Data and Causal Inference Methods, Part 1 — Contributed Speed
Health Policy Statistics Section
Chair(s): Donna L. Coffman, Temple University
Poster Presentations for this session.
10:35 AM	Developing and Evaluating Methods to Impute Race/Ethnicity in an Incomplete Dataset Gabriella Silva, Brown University; Amal N. Trivedi, Brown University; Roee Gutman, Brown University
10:40 AM	Impact of Missing Data on Bias and Precision When Estimating Change in Patient-Reported Outcomes from a Clinical Registry Presentation Olawale Fatai Ayilara, University of Manitoba; Lixia Zhang, University of Manitoba; Tolulope T Sajobi, University of Calgary; Richard Sawatzky, School of Nursing, Trinity Western University; Eric Bohm, University of Manitoba; Lisa M Lix, University of Manitoba
10:45 AM	Comparison of Missing Data Imputation Methods in Longitudinal Study of ADRD Patients Presentation Yi Cao, Brown University; Roee Gutman, Brown University; Heather Allore, Yale University ; Brent Vander Wyk, Yale University
10:50 AM	Latent Class Analysis for Classification of Latent Policy Environments: a Case Study Presentation Bryan Blette, University of North Carolina at Chapel Hill; Leah Frerichs, University of North Carolina at Chapel Hill; Annie Green Howard, The University of North Carolina at Chapel Hill
10:55 AM	Measuring Hospital Acquired Infection Rates Under Incomplete Sampling Presentation Derek Sonderegger, Northern Arizona University
11:05 AM	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
11:10 AM	Bayesian Inference of Separable Covariance Models for Health Care Quality Measures Presentation Judith Law, Harvard Medical School; Laura A Hatfield, Harvard Medical School; Alan M. Zaslavsky, Harvard Medical School
11:15 AM	HIV Prevalence in Key Populations: a Semiparametric Bayesian Hierarchical Model for Scarce and Imbalanced Data Presentation Amy Zhang, Pennsylvania State University; Le Bao, Pennsylvania State University; Michael Daniels, University of Florida
11:20 AM	Using a Combination of Nearest Matching and Synthetic Control Methods in Causal Inference Study Presentation Zhiyiuan Dong
11:30 AM	Sensitivity to Unmeasured Confounders: Percutaneous Coronary Intervention (PCI) vs. Coronary Artery Bypass Grafting (CABG) in Patients with Stable Ischemic Heart Disease Lewei Duan, Kaiser Permanente
11:35 AM	Heterogeneous Treatment Effects with Subgroups via the Overlap Weights Elizabeth Lorenzi
11:40 AM	Generalizing Health Insurance Plan Effects on Medicaid Spending with Randomized and Observational Data Presentation Irina Degtiar, Harvard T.H. Chan School of Public Health; Francesca Dominici, Harvard T.H. Chan School of Public Health; Sherri Rose, Harvard Medical School
11:45 AM	The Impact of Covariance Priors on Arm-Based Bayesian Network Meta-Analyzes with Binary Outcomes Presentation Zhenxun Wang, University of Minnesota,; Lifeng Lin, Florida State University; JIM HODGES, UNIVERSITY OF MINNESOTA; Haitao Chu, University of Minnesota
11:50 AM	A Tutorial on Applying Propensity Score Methods for Characterization of Treatment Effects on Patient Outcomes Using a Medical Claims Database Presentation Ryan Ross, University of Michigan; Megan Caram, Institute for Health Policy and Innovation, University of Michigan Medical School; Paul Lin, Institute for Health Policy and Innovation, University of Michigan Medical School; Min Zhang, University of Michigan; Bhramar Mukherjee, University of Michigan
11:55 AM	Variable Selection in Causal Inference Presentation Tingting Zhou, University of Michigan School of Public Health; Michael Elliott, University of Michigan; Roderick J Little, University of Michigan School of Public Health
12:00 PM	True Trend or Just Pretend? Alternative Loss Functions to Reduce Overfitting in Synthetic Controls Alyssa Bilinski; Laura A Hatfield, Harvard Medical School
12:05 PM	Hospital Report Cards: Matched Design Versus Machine Learning Frank Yoon
12:10 PM	A Generalized Interrupted Time Series Model for Assessing Complex Health Care Interventions Presentation Maricela Cruz, University of California, Irvine; Daniel L. Gillen, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology (KAUST)
12:15 PM	Floor Discussion

174 * !	Mon, 7/29/2019, 10:30 AM - 12:20 PM	CC-504
Statistical Methods to Assess the Performance of Health Providers — Contributed Papers
Health Policy Statistics Section
Chair(s): Jason Brinkley, Abt Associates Inc
10:35 AM	Using the MBISG 2.0 to Estimate Racial/Ethnic/Language Differences in Voluntary Health Plan Disenrollment Marc Elliott, RAND
10:50 AM	Predicting 30-Day Hospital Readmissions Using Deep Learning Wenshuo Liu, University of Michigan-Ann Arbor; Ji Zhu, University of Michigan; Brahmajee Nallamothu, University of Michigan-Ann Arbor; Akbar Waljee, University of Michigan-Ann Arbor; Karandeep Singh, University of Michigan-Ann Arbor; Andrew Ryan, University of Michigan-Ann Arbor; Devraj Sukul, University of Michigan-Ann Arbor; Elham Mahmoudi, University of Michigan-Ann Arbor
11:05 AM	Effects of Risk Adjustment for Groups of Variables: Sicker, Poorer, Readmitted to the Hospital Presentation Alan M. Zaslavsky, Harvard Medical School; Eric T. Roberts, University of Pittsburgh; J. Michael McWilliams, Harvard University Medical School
11:20 AM	Measuring Value-Added Quality in Medicare Advantage Contracts Presentation Matthew Brault, Harvard University; Alan M. Zaslavsky, Harvard Medical School; Bruce E. Landon, Harvard University Medical School
11:35 AM	A Comparison of Provider Profiling Approaches with Respect to Low-Volume Providers Presentation Jessica Lavery, Memorial Sloan Kettering Cancer Center; Allison Lipitz-Snyderman, Memorial Sloan Kettering Cancer Center; Diane G Li, Memorial Sloan Kettering Cancer Center; Peter B Bach, Memorial Sloan Kettering Cancer Center; Kathy Panageas, Memorial Sloan Kettering Cancer Center
11:50 AM	Implementing Template Matching for Hospital Benchmarking in a Diverse Multi-Hospital System Presentation Daniel Molling, United States Department of Veterans Affairs; Hallie Prescott, VA CCMR; Sarah Seelye, VA CCMR; Brenda Vincent, VA CCMR
12:05 PM	Hospital-Specific Template Matching for Benchmarking Performance in the Veterans Affairs Health System Presentation Brenda Vincent, VA CCMR; Daniel Molling, United States Department of Veterans Affairs; Sarah Seelye, VA CCMR; Hallie Prescott, VA CCMR

216 * !	Mon, 7/29/2019, 2:00 PM - 3:50 PM	CC-704
Promises and Pitfalls of Making Decisions with Real World Data — Invited Papers
Biometrics Section, ENAR, Health Policy Statistics Section
Organizer(s): Yuanjia Wang, Columbia University
Chair(s): Ying Liu, Medical College of Wisconsin
2:05 PM	A Decision Theoretic Approach to Pre-Emptive Genotyping Presentation Jonathan Schildcrout, Vanderbilt University Medical Center
2:30 PM	Data Enriched Regression via Generalized Linear Models Ying Qing Chen, Fred Hutchinson Cancer Research Center; Sayan Dasgupta, Fred Hutchinson Cancer Research Center; Cheng Zheng, University of Wisconsin at Milwakee; Yuxiang Xie, University of Washington
2:55 PM	Integrative Analysis of Multivariate Temporal Biomarkers in Electronic Health Records Donglin Zeng, UNC Chapel Hill
3:20 PM	Learning Treatment Strategies from Randomized Trials Supplemented by Information in Electronic Health Records Yuanjia Wang, Columbia University
3:45 PM	Floor Discussion

229 * !	Mon, 7/29/2019, 2:00 PM - 3:50 PM	CC-708
Advances in the Neyman-Pearson Classification — Topic Contributed Papers
WNAR, Health Policy Statistics Section, Biometrics Section, Text Analysis Interest Group
Organizer(s): Jingyi Jessica Li, University of California, Los Angeles
Chair(s): Jingyi Jessica Li, University of California, Los Angeles
2:05 PM	Neyman-Pearson Classification: An Umbrella Algorithm Xin Tong, University of Southern California; Yang Feng, Columbia University; Jingyi Jessica Li, University of California, Los Angeles
2:25 PM	A Unified View of Asymmetric Binary Classification Wei Vivian Li, University of California, Los Angeles; Jingyi Jessica Li, University of California, Los Angeles; Xin Tong, University of Southern California
2:45 PM	Neyman-Pearson Classification: Parametrics and Power Enhancement Yang Feng, Columbia University
3:05 PM	Intentional Control of Type I Error Over Unconscious Data Distortion: a Neyman-Pearson Approach to Text Classification Presentation Richard Zhao, Pennsylvania State University; Lucy Xia, Stanford University; Xin Tong, University of Southern California; Yanhui Wu, University of Southern California
3:25 PM	Neyman-Pearson Criterion (NPC): a Model Selection Criterion for Asymmetric Binary Classification Presentation Yiling Chen, University of California, Los Angeles; Jingyi Jessica Li, University of California, Los Angeles; Xin Tong, University of Southern California
3:45 PM	Floor Discussion

238	Mon, 7/29/2019, 2:00 PM - 3:50 PM	CC-103
SPEED: Environment and Health, Governmental Policies and Population Surveys, Part 1 — Contributed Speed
Section on Bayesian Statistical Science, Government Statistics Section, Health Policy Statistics Section, Lifetime Data Science Section, Text Analysis Interest Group
Chair(s): James Lymp, Juno Therapeutics, A Celgene Company
Poster Presentations for this session.
2:05 PM	Optimal Sampling Regimes for Estimating Population Dynamics Presentation 1 Presentation 2 Rebecca Bergee
2:10 PM	Application of Stochastic Search Variable Selection to Modeling Evacuation Ahead of Hurricane Irma Presentation Sierra Bainter, University of Miami; Caitlin Brown, University of Miami; Kiara Timpano, University of Miami
2:15 PM	Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation Presentation Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles
2:20 PM	Transitions Between Homelessness States(Safe Haven, Temporary Housing , Emergency Shelter and Unsheltered) Before and After Operation Rio Grande in the Salt Lake Metropolitan Area Presentation Prem Narayanan, Salt Lake County
2:25 PM	Assessing to the Impact of Differential Response Rates Across National Health and Nutrition Examination Survey (NHANES) Locations Te-Ching Chen, CDC/NCHS; Jennifer Parker, CDC/NCHS/OAE/SPB; Tala Fakhouri, CDC/NCHS
2:30 PM	A New Methodology for Frame Building and Sample Design for the State Heating Oil and Propane Program (SHOPP) Presentation Edgardo Cureg, U.S. Energy Information Administration (EIA); Marcela Bradbury, U.S. Energy Information Administration (EIA)
2:35 PM	Report on Industry Births and Deaths in PPI Frames Presentation Andy Sadler, Bureau of Labor Statistics
2:40 PM	Determining the Distance Between Countries of Latin America and the Caribbean Regarding Their Fulfillment of the SDGs in 2017 Presentation 1 Presentation 2 Andres Esteban Arguedas Leiva, University of Costa Rica
2:45 PM	Providing Access to the Federal Information Base for Evidence Based Policy Making Presentation 1 Presentation 2 Marilyn Seastrom, US Department of Education; Jennifer Nielsen, National Center for Education Statistics/IES/Dept of Education
2:50 PM	Imputation as a Practical Alternative to Data Swapping Presentation Saki Kinney, RTI International; David Wilson, RTI International; Alan Karr, RTI International; Kelly Kang, NSF
3:00 PM	Using Efficient Sampling Methods for Fixed-Margin Matrices to Assess Judicial Innovation Presentation Alex Fout
3:05 PM	Examining Public Comments for Financial and Net Neutrality Regulations Shawn Mankad, Cornell University; Abhinav Gaiha, Cornell University
3:10 PM	Using Supervised Machine Learning to Classify Customer Input Presentation 1 Presentation 2 Adrianna Steers-Smith, USDA/FSIS
3:15 PM	Weighting Adjustments Can Help with Low Response Rates, but at What Cost to Data Quality? Presentation Chrishelle Lawrence, U.S. Energy Information Administration
3:20 PM	Annualizing Energy Consumption in Residential Households in the 2015 RECS Presentation Jay Olsen, U.S. Department of Energy
3:25 PM	Methodology for Allocating Municipal Solid Waste to Biogenic and Non-Biogenic Energy Presentation Joy Liu, US Department of Energy
3:30 PM	On the Small Count Inflated Poisson Distribution Michael Floren, Misericordia Univerisity; Trent L Lalonde, University of Northern Colorado
3:35 PM	Conditional Survival Methods for Evaluating the Effect of a Time-Dependent Treatment on the Survival Function Presentation Danting Zhu; Douglas Schaubel, University of Michigan
3:40 PM	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
3:45 PM	Floor Discussion

259	Mon, 7/29/2019, 3:05 PM - 3:50 PM	CC-Hall C
SPEED: Missing Data and Causal Inference Methods, Part 2 — Contributed Poster Presentations
Health Policy Statistics Section
Chair(s): Donna L. Coffman, Temple University
Oral Presentations for this session.
1:	Developing and Evaluating Methods to Impute Race/Ethnicity in an Incomplete Dataset Gabriella Silva, Brown University; Amal N. Trivedi, Brown University; Roee Gutman, Brown University
2:	HIV Prevalence in Key Populations: a Semiparametric Bayesian Hierarchical Model for Scarce and Imbalanced Data Amy Zhang, Pennsylvania State University; Le Bao, Pennsylvania State University; Michael Daniels, University of Florida
3:	Using a Combination of Nearest Matching and Synthetic Control Methods in Causal Inference Study Zhiyiuan Dong
4:	Sensitivity to Unmeasured Confounders: Percutaneous Coronary Intervention (PCI) vs. Coronary Artery Bypass Grafting (CABG) in Patients with Stable Ischemic Heart Disease Lewei Duan, Kaiser Permanente
5:	Heterogeneous Treatment Effects with Subgroups via the Overlap Weights Elizabeth Lorenzi
6:	Generalizing Health Insurance Plan Effects on Medicaid Spending with Randomized and Observational Data Irina Degtiar, Harvard T.H. Chan School of Public Health; Francesca Dominici, Harvard T.H. Chan School of Public Health; Sherri Rose, Harvard Medical School
7:	The Impact of Covariance Priors on Arm-Based Bayesian Network Meta-Analyzes with Binary Outcomes Zhenxun Wang, University of Minnesota,; Lifeng Lin, Florida State University; JIM HODGES, UNIVERSITY OF MINNESOTA; Haitao Chu, University of Minnesota
8:	A Tutorial on Applying Propensity Score Methods for Characterization of Treatment Effects on Patient Outcomes Using a Medical Claims Database Ryan Ross, University of Michigan; Megan Caram, Institute for Health Policy and Innovation, University of Michigan Medical School; Paul Lin, Institute for Health Policy and Innovation, University of Michigan Medical School; Min Zhang, University of Michigan; Bhramar Mukherjee, University of Michigan
9:	Variable Selection in Causal Inference Tingting Zhou, University of Michigan School of Public Health; Michael Elliott, University of Michigan; Roderick J Little, University of Michigan School of Public Health
10:	True Trend or Just Pretend? Alternative Loss Functions to Reduce Overfitting in Synthetic Controls Alyssa Bilinski; Laura A Hatfield, Harvard Medical School
11:	Hospital Report Cards: Matched Design Versus Machine Learning Frank Yoon
12:	Impact of Missing Data on Bias and Precision When Estimating Change in Patient-Reported Outcomes from a Clinical Registry Olawale Fatai Ayilara, University of Manitoba; Lixia Zhang, University of Manitoba; Tolulope T Sajobi, University of Calgary; Richard Sawatzky, School of Nursing, Trinity Western University; Eric Bohm, University of Manitoba; Lisa M Lix, University of Manitoba
13:	A Generalized Interrupted Time Series Model for Assessing Complex Health Care Interventions Maricela Cruz, University of California, Irvine; Daniel L. Gillen, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology (KAUST)
14:	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
15:	Latent Class Analysis for Classification of Latent Policy Environments: a Case Study Bryan Blette, University of North Carolina at Chapel Hill; Leah Frerichs, University of North Carolina at Chapel Hill; Annie Green Howard, The University of North Carolina at Chapel Hill
16:	Measuring Hospital Acquired Infection Rates Under Incomplete Sampling Derek Sonderegger, Northern Arizona University
17:	WITHDRAWN: Developing a Generalizable Algorithm for Classifying COPD Using Electronic Health Record Data: Combining Expert Medical Curation and Surrogate-Assisted Feature Extraction Su Chu, Harvard Medical School; Jessica Lasky-Su, Brigham and Women's Hospital and Harvard Medical School; Michael Cho, Brigham and Women's Hospital and Harvard Medical School; Emily Wan, Brigham and Women's Hospital and Harvard Medical School; Scott Weiss, Brigham and Women's Hospital and Harvard Medical School; Elizabeth Karlson, Brigham and Women's Hospital and Harvard Medical School
18:	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
19:	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
Oral Presentations for this session.

218817	Tue, 7/30/2019, 7:00 AM - 8:30 AM	H-Agate B
Health Policy Statistics Section ICHPS 2020 Planning Meeting — Other Cmte/Business
Health Policy Statistics Section
Chair(s): Ruth Etzioni, Fred Hutchinson Cancer Research Center

265	Tue, 7/30/2019, 7:00 AM - 8:15 AM	H-Centennial Ballroom G-H
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
TL04:	Psychometric Models Making an Impact in Health Policy Samantha Robinson, University of Arkansas

281 * !	Tue, 7/30/2019, 8:30 AM - 10:20 AM	CC-205
When Statistical Methods Impact Policy — Invited Panel
Health Policy Statistics Section, Biometrics Section
Organizer(s): Sherri Rose, Harvard Medical School
Chair(s): Samrachana Adhikari, New York University
8:35 AM	When Statistical Methods Impact Policy Presentation
Panelists:	Dionne Price, Food and Drug Administration Michael Baiocchi, Stanford University Miguel Marino, Oregon Health Sciences University Sherri Rose, Harvard Medical School
10:15 AM	Floor Discussion

311	Tue, 7/30/2019, 9:25 AM - 10:10 AM	CC-Hall C
SPEED: Environment and Health, Governmental Policies and Population Surveys, Part 2 — Contributed Poster Presentations
Government Statistics Section, Section on Bayesian Statistical Science, Health Policy Statistics Section, Lifetime Data Science Section, Text Analysis Interest Group
Chair(s): Wendy Meiring, University of California At Santa Barbara
Oral Presentations for this session.
21:	Optimal Sampling Regimes for Estimating Population Dynamics Rebecca Bergee
22:	Application of Stochastic Search Variable Selection to Modeling Evacuation Ahead of Hurricane Irma Sierra Bainter, University of Miami; Caitlin Brown, University of Miami; Kiara Timpano, University of Miami
23:	Bayesian Finite Population Estimates from a Two-Stage Sample with Spatial Correlation Alec M Chan-Golston, University of California, Los Angeles; Sudipto Banerjee, UCLA; Mark Handcock, University of California, Los Angles
24:	Transitions Between Homelessness States(Safe Haven, Temporary Housing , Emergency Shelter and Unsheltered) Before and After Operation Rio Grande in the Salt Lake Metropolitan Area Prem Narayanan, Salt Lake County
25:	Assessing to the Impact of Differential Response Rates Across National Health and Nutrition Examination Survey (NHANES) Locations Te-Ching Chen, CDC/NCHS; Jennifer Parker, CDC/NCHS/OAE/SPB; Tala Fakhouri, CDC/NCHS
26:	A New Methodology for Frame Building and Sample Design for the State Heating Oil and Propane Program (SHOPP) Edgardo Cureg, U.S. Energy Information Administration (EIA); Marcela Bradbury, U.S. Energy Information Administration (EIA)
27:	Report on Industry Births and Deaths in PPI Frames Andy Sadler, Bureau of Labor Statistics
28:	Determining the Distance Between Countries of Latin America and the Caribbean Regarding Their Fulfillment of the SDGs in 2017 Andres Esteban Arguedas Leiva, University of Costa Rica
29:	Providing Access to the Federal Information Base for Evidence Based Policy Making Marilyn Seastrom, US Department of Education; Jennifer Nielsen, National Center for Education Statistics/IES/Dept of Education
30:	Imputation as a Practical Alternative to Data Swapping Saki Kinney, RTI International; David Wilson, RTI International; Alan Karr, RTI International; Kelly Kang, NSF
31:	Using Efficient Sampling Methods for Fixed-Margin Matrices to Assess Judicial Innovation Alex Fout
32:	Examining Public Comments for Financial and Net Neutrality Regulations Shawn Mankad, Cornell University; Abhinav Gaiha, Cornell University
33:	Using Supervised Machine Learning to Classify Customer Input Adrianna Steers-Smith, USDA/FSIS
34:	Weighting Adjustments Can Help with Low Response Rates, but at What Cost to Data Quality? Chrishelle Lawrence, U.S. Energy Information Administration
35:	Annualizing Energy Consumption in Residential Households in the 2015 RECS Jay Olsen, U.S. Department of Energy
36:	Methodology for Allocating Municipal Solid Waste to Biogenic and Non-Biogenic Energy Joy Liu, US Department of Energy
37:	On the Small Count Inflated Poisson Distribution Michael Floren, Misericordia Univerisity; Trent L Lalonde, University of Northern Colorado
38:	Conditional Survival Methods for Evaluating the Effect of a Time-Dependent Treatment on the Survival Function Danting Zhu; Douglas Schaubel, University of Michigan
39:	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
Oral Presentations for this session.

334 *	Tue, 7/30/2019, 10:30 AM - 12:20 PM	CC-710
Health Policy Statistics Student Paper Awards — Topic Contributed Papers
Health Policy Statistics Section, International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science
Organizer(s): Roee Gutman, Brown University
Chair(s): Lisa M Lix, University of Manitoba
10:35 AM	The Effect of Bariatric Surgery on Health Care Costs: a Synthetic Control Approach Using Bayesian Structural Time Series Presentation Christoph Kurz, Helmholtz Zentrum Muenchen
10:55 AM	A Latent Class Based Joint Model for Recurrence and Termination with Application to Heart Transplants Zhixing Xu, Florida State University; Debajyoti Sinha, FLORIDA STATE UNIVERSITY; Jonathan R. Bradley, Florida State University
11:15 AM	Posterior Predictive Treatment Assignment Methods for Causal Inference in the Context of Time-Varying Treatments Presentation Shirley Liao
11:35 AM	A Bayesian Difference-In-Differences Framework for Measuring the Impact of Primary Care Redesign on Diabetes Outcomes Presentation James Normington, Univ of Minnesota; Eric Lock, University of Minnesota; Caroline Carlin, University of Minnesota; Kevin Peterson, University of Minnesota; Bradley Carlin, Counterpoint Statistical Consulting, LLC
11:55 AM	A Bayesian Hierarchical Causal Effect Model Accounting for Incomplete Noncompliance Data in Meta-Analysis Jincheng Zhou, University of Minnesota; JIM HODGES, UNIVERSITY OF MINNESOTA; Haitao Chu, University of Minnesota
12:15 PM	Floor Discussion

339	Tue, 7/30/2019, 10:30 AM - 12:20 PM	CC-105
SPEED: Biopharmaceutical and General Health Studies: Statistical Methods and Applications, Part 1 — Contributed Speed
Biopharmaceutical Section, Section on Statistics in Epidemiology, Section on Bayesian Statistical Science, Health Policy Statistics Section, ENAR
Chair(s): Sedigheh Mirzaei Salehabadi, St. Jude Children's Research Hospital
Poster Presentations for this session.
10:35 AM	Mediation Analysis for Longitudinal Data with Applications to Clinical Trial Data Yun Zhang
10:40 AM	Adjusting Response Adaptive Allocation for Subject Dropout Presentation Katharine Stromberg, Virginia Commonwealth University; Adam Sima, Virginia Commonwealth University
10:45 AM	The Use of a New Classifier to Maximize the Classification Performance Presentation Hua Ma, Merck; Joe Heyse, Merck
10:50 AM	Reproducibility of Living Data - Validation of Published Research Using the Parkinson’s Progression Marker Initiative Living Database Elliot Burghardt, University of Iowa; Christopher Coffey, University of Iowa; Chelsea Caspell-Garcia, University of Iowa; Eric Foster, Ferring Pharmaceuticals
10:55 AM	Blinding in Open Label Study with Adaptive Design Presentation Bo Xu, Boston Biomedical Inc; Bo Jin, Boston Biomedical Inc; Alex Dmitrienko, Mediana Inc
11:00 AM	Estimating the Relative Risk for Response-Biased Samples: Calibration and Conditional Likelihood Presentation 1 Presentation 2 Presentation 3 Presentation 4 Claudia Rivera-Rodriguez, University of Auckland
11:05 AM	Another Estimation Method Besides MMRM for Treatment Effects in Diabetes Clinical Trials Presentation Yu Du, Eli Lilly and Company
11:10 AM	Criteria for Choosing a Futility Method for Clinical Studies Presentation Richard McNally, Covance-Chiltern
11:15 AM	Random Forests for Exploring Factors Driving Opioid Prescribing in National Outpatient Health Care Data Using Complex Survey Design Presentation Yong Ma, FDA; JaeJoon Song, FDA
11:20 AM	An Adaptive Phase II Dose Finding Study Using Sample Size Re-Estimation Design Qingyang Liu, University of Connecticut; Guanyu Hu, University of Connecticut; Yaoshi Wu, Boehringer-Ingelheim ; Binqi Ye, Boehringer-Ingelheim; Susan Wang, Boehringer-Ingelheim
11:30 AM	Sieve Maximum Likelihood Method for Interval-Censored Data with Missing Covariates Under Proportional Hazards Model Ruiwen Zhou, University of Missouri-Columbia; Huiqiong Li, Yunnan University; (Tony) Jianguo Sun, University of Missouri
11:35 AM	Quantifying the Number of Events Borrowed from External Data in Hybrid Control Arms Presentation Brian Segal, Flatiron Health; Carrie Bennette, Flatiron Health; Somnath Sarkar, Flatiron Health
11:40 AM	Characterizing Irreproducibility in Drug Sensitivity Data from a Large Pharmacogenomic Study Zoe Rehnberg, University of Michigan; Johann A Gagnon-Bartsch, University of Michigan
11:45 AM	Closest Similar Subset Imputation Macaulay Okwuokenye, Brio Dexteri Pharmaceutical Consultant & UNE; Karl E Peace, Georgia Southern University
11:50 AM	Planning and Analyzing Clinical Trials with Competing Risks: Recommendations for Choosing Appropriate Statistical Methodology Presentation Misun Yu Lee, Astellas Pharma; Joseph Poythress, University of Georgia; James Young, Astellas Pharma
11:55 AM	Estimating and Using the Attained Power Distribution to Ensure We Get the Trial Power We Expect Yongdong Ouyang, University of British Columbia; Hubert Wong, University of British Columbia; Ehsan Karim, University of British Columbia; Paul Gustafson, University of British Columbia
12:00 PM	Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome Presentation 1 Presentation 2 Presentation 3 Presentation 4 Presentation 5 Presentation 6 Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
12:05 PM	Clustering of Multivariate Data with Varying Dimensions Presentation Xiaoqi Lu, Columbia University; Bin Cheng, Columbia University; Ying Kuen Ken Cheung, Columbia University
12:10 PM	Floor Discussion

365	Tue, 7/30/2019, 12:30 PM - 1:50 PM	H-Centennial Ballroom G-H
Health Policy Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
TL09:	APHA Applied Public Health Statistics Section - Calling for Collaborations Wenjun Li, Univ. of Mass. Medical School; Lei Zhang, Mississippi State Department of Health

375 * !	Tue, 7/30/2019, 2:00 PM - 3:50 PM	CC-107
Modern Statistical Methods for Comparative Effectiveness Research — Invited Papers
Section on Statistics in Epidemiology, Health Policy Statistics Section, ENAR
Organizer(s): Liangyuan Hu, Icahn School of Medicine at Mount Sinai
Chair(s): Liangyuan Hu, Icahn School of Medicine at Mount Sinai
2:05 PM	Balancing Weights for Causal Inference: Theory and Practice Presentation Fan Li, Duke University
2:30 PM	Model-Assisted Sensitivity Analysis for Hidden Bias in CER Bo Lu, The Ohio State University; Giovanni Nattino, The Ohio State University
2:55 PM	Errors in Electronic Health Records: What Two Phase Sampling Teaches Us About Data Validation Bryan E Shepherd, Vanderbilt University School of Medicine; Gustavo Amorim, Vanderbilt University; Ran Tao, Vanderbilt University Medical Center; Sarah Lotspeich, Vanderbilt University; Pamela Shaw, University of Pennsylvania
3:20 PM	Incorporating Information from a Network of Personalized Trials to Facilitate Individualized Treatment Choice Presentation Christopher Schmid, Brown University
3:45 PM	Floor Discussion

407	Tue, 7/30/2019, 2:00 PM - 3:50 PM	CC-210/212
Novel Methods for Causal Inference in Health Policy — Contributed Papers
Health Policy Statistics Section, International Society for Bayesian Analysis (ISBA), Section on Bayesian Statistical Science
Chair(s): Phillip Schulte, Mayo Clinic
2:05 PM	Estimation of Average Causal Effect in Clustered Data Using Multiple Imputation Recai Yucel, SUNY Albany School of Public Health; Meng Wu, Department of Health, NY State
2:20 PM	Directional Penalties for Optimal Matching in Observational Studies Ruoqi Yu, University of Pennsylvania; Paul Rosenbaum, University of Pennsylvania
2:35 PM	Matching Algorithms for Causal Inference with Multiple Treatments Presentation Anthony D. Scotina, Simmons University; Roee Gutman, Brown University
2:50 PM	Causal Inference Under Interference in Dynamic Therapy Group Studies Susan Paddock, NORC at the University of Chicago; Bing Han, RAND Corporation; Lane Burgette, RAND Corporation
3:05 PM	A Probabilistic Approach to Cost-Effectiveness Analysis with Censored Outcomes Presentation Nicholas Illenberger, University of Pennsylvania; Andrew J. Spieker, Vanderbilt University Medical Center; Nandita Mitra, University of Pennsylvania
3:35 PM	A Simulation Study for the Statistical Performance of Matching Adjusted Indirect Comparison Presentation Fan Wu, Biogen; Xiaoyu Jiang, Biogen; Katherine Riester, Biogen

420	Tue, 7/30/2019, 2:00 PM - 3:50 PM	CC-Hall C
Contributed Poster Presentations: Health Policy Statistics Section — Contributed Poster Presentations
Health Policy Statistics Section
Chair(s): Wendy Meiring, University of California At Santa Barbara
47:	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
48:	A Multinomial Hurdle Model, Interpretation in the Context of Post Discharge Cost of Care Carter Sevick; Elizabeth Juarez-Colunga, University of Colorado Denver; Lisa McLeod, University of Colorado Denver, School of Medicine
49:	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
50:	Alternative Method to Determine High and Low Performing Facilities Allen Haas, University of Texas Medical Branch, Dept of OB/GYN; Yong-Fang Kuo, The University of Texas Medical Branch; James Graham, Colorado State University
51:	Unknown Unknowns: Silently Missing Administrative Data Laura A Hatfield, Harvard Medical School
52:	Statistical De-Identification of a Health Dataset Based on a Common Data Model Megan Branda, University of Colorado - Denver; Debashis Ghosh, University of Colorado Anschutz Medical Campus
53:	Asymptotic Properties and Optimal Threshold Selection in Probabilistic Record Linkage Analyzes Nicole Solomon, Duke University; Sean M O'Brien, Duke University Medical Center
54:	Estimating Time to Intermediate Endpoints Using Population-Level Survival Data and Deconvolution Methods, with Application to Cancer Progression and Recurrence Marlena Bannick, University of Washington
55:	The Trim-And-Fill Method for Publication Bias: Practical Guidelines and Recommendations Based on a Large Database of Meta-Analyzes Linyu Shi, Florida State University; Lifeng Lin, Florida State University
56:	Water Fluoridation Katherine Brinkers
57:	Comparison Between Individual-Level and Ecological Models: a HIV PrEP Prescription Example Using a National Pharmacy Database Jun Zhang, Center for Disease Control and Prevention; Neal Carnes, Centers for Disease Control & Prevention; Ya-lin Huang, Centers for Disease Control & Prevention; Deborah Gelaude, Division of HIV/AIDS Prevention, Centers for Disease Control & Prevention, Atlanta, GA; Yuko Mizuno, Division of HIV/AIDS Prevention, Centers for Disease Control & Prevention, Atlanta, GA; Karen W. Hoover, Division of HIV/AIDS Prevention, Centers for Disease Control & Prevention, Atlanta, GA
58:	Using Interactive Web-Based Monitoring to Increase Breastfeeding Jordan-Taylor Harris, Purdue Univ; Azza Ahmed, Purdue University
59:	Evaluating the Psychometric Properties of the Immunotherapy Module of the MD Anderson Symptom Inventory (MDASI-Immunotherapy) Tito Mendoza, Univ. of Texas M.D. Anderson Cancer Center; Ajay Sheshadri, The University of Texas MD Anderson Cancer Center; Ken Hess, The University of Texas MD Anderson Cancer Center; Mehmet Altan, The University of Texas MD Anderson Cancer Center; Bettzy Stephen, The University of Texas MD Anderson Cancer Center,; Charles Cleeland, The University of Texas MD Anderson Cancer Center; David Hong, The University of Texas MD Anderson Cancer Center; Aung Naing, The University of Texas MD Anderson Cancer Center

426	Tue, 7/30/2019, 3:05 PM - 3:50 PM	CC-Hall C
SPEED: Biopharmaceutical and General Health Studies: Statistical Methods and Applications, Part 2 — Contributed Poster Presentations
Biopharmaceutical Section, Health Policy Statistics Section, ENAR
Chair(s): Sedigheh Mirzaei Salehabadi, St. Jude Children's Research Hospital
Oral Presentations for this session.
1:	Mediation Analysis for Longitudinal Data with Applications to Clinical Trial Data Yun Zhang
2:	An Adaptive Phase II Dose Finding Study Using Sample Size Re-Estimation Design Qingyang Liu, University of Connecticut; Guanyu Hu, University of Connecticut; Yaoshi Wu, Boehringer-Ingelheim ; Binqi Ye, Boehringer-Ingelheim; Susan Wang, Boehringer-Ingelheim
4:	Quantifying the Number of Events Borrowed from External Data in Hybrid Control Arms Brian Segal, Flatiron Health; Carrie Bennette, Flatiron Health; Somnath Sarkar, Flatiron Health
5:	Characterizing Irreproducibility in Drug Sensitivity Data from a Large Pharmacogenomic Study Zoe Rehnberg, University of Michigan; Johann A Gagnon-Bartsch, University of Michigan
6:	Closest Similar Subset Imputation Macaulay Okwuokenye, Brio Dexteri Pharmaceutical Consultant & UNE; Karl E Peace, Georgia Southern University
7:	Planning and Analyzing Clinical Trials with Competing Risks: Recommendations for Choosing Appropriate Statistical Methodology Misun Yu Lee, Astellas Pharma; Joseph Poythress, University of Georgia; James Young, Astellas Pharma
8:	Estimating and Using the Attained Power Distribution to Ensure We Get the Trial Power We Expect Yongdong Ouyang, University of British Columbia; Hubert Wong, University of British Columbia; Ehsan Karim, University of British Columbia; Paul Gustafson, University of British Columbia
9:	Bayesian Semiparametric Joint Modeling of Longitudinal Predictors and a Binary Outcome Woobeen Lim, The Ohio State University; Michael Pennell, Ohio State University
10:	Clustering of Multivariate Data with Varying Dimensions Xiaoqi Lu, Columbia University; Bin Cheng, Columbia University; Ying Kuen Ken Cheung, Columbia University
11:	Sieve Maximum Likelihood Method for Interval-Censored Data with Missing Covariates Under Proportional Hazards Model Ruiwen Zhou, University of Missouri-Columbia; Huiqiong Li, Yunnan University; (Tony) Jianguo Sun, University of Missouri
12:	Adjusting Response Adaptive Allocation for Subject Dropout Katharine Stromberg, Virginia Commonwealth University; Adam Sima, Virginia Commonwealth University
13:	Estimating the Relative Risk for Response-Biased Samples: Calibration and Conditional Likelihood Claudia Rivera-Rodriguez, University of Auckland
14:	The Use of a New Classifier to Maximize the Classification Performance Hua Ma, Merck; Joe Heyse, Merck
15:	Reproducibility of Living Data - Validation of Published Research Using the Parkinson’s Progression Marker Initiative Living Database Elliot Burghardt, University of Iowa; Christopher Coffey, University of Iowa; Chelsea Caspell-Garcia, University of Iowa; Eric Foster, Ferring Pharmaceuticals
16:	Blinding in Open Label Study with Adaptive Design Bo Xu, Boston Biomedical Inc; Bo Jin, Boston Biomedical Inc; Alex Dmitrienko, Mediana Inc
17:	Another Estimation Method Besides MMRM for Treatment Effects in Diabetes Clinical Trials Yu Du, Eli Lilly and Company
18:	Criteria for Choosing a Futility Method for Clinical Studies Richard McNally, Covance-Chiltern
19:	Random Forests for Exploring Factors Driving Opioid Prescribing in National Outpatient Health Care Data Using Complex Survey Design Yong Ma, FDA; JaeJoon Song, FDA
Oral Presentations for this session.

431	Wed, 7/31/2019, 7:00 AM - 8:15 AM	H-Centennial Ballroom G-H
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
WL03:	Electronic Health Data Quality Impacts on Policy-Relevant Research Lisa M Lix, University of Manitoba

447 * !	Wed, 7/31/2019, 8:30 AM - 10:20 AM	CC-201
Recent Advances in Propensity Score Methods for Observational Studies with Multiple Treatments — Invited Papers
Health Policy Statistics Section, Biopharmaceutical Section, Section on Statistics in Epidemiology
Organizer(s): Elande Baro, US Food and Drug Administration; Jessica Kim, US Food and Drug Administration
Chair(s): Jessica Kim, US Food and Drug Administration
8:35 AM	Generalized Propensity Score Matching: Updates and Challenges Toward Establishing Best Practices Douglas Faries, Eli Lilly & Company; Zhanglin Cui, Eli Lilly & Company; Li Li, Eli Lilly & Company; Shu Yang, North Carolina State University; Shuhan Tang, The Ohio State University
9:00 AM	Approximate Bayesian Bootstrap Procedures to Estimate Multilevel Treatment in Observational Studies with Application to Type 2 Diabetes Treatment Regimens Presentation Roee Gutman, Brown University; Anthony D. Scotina, Simmons University; Robert J Smith, Brown University; Andrew R Zullo, Brown University
9:25 AM	Utility of Regression Splines for Propensity Score Adjustment in Post Market Safety Analyzes with Multiple Treatments Elande Baro, US Food and Drug Administration; Yuxi Tian, University of California Los Angeles; Rongmei Zhang, Food and Drug Administration; Yuqin Wei, Acumen LLC; Mao Hu, Acumen LLC; Jiemin Liao, Acumen LLC; Sandia Akhtar, Acumen LLC; Michael Wernecke, Acumen LLC; Jeffrey Kelman, Centers for Medicare & Medicaid Services; David Graham, Acumen LLC
9:50 AM	Discussant: Jessica M Franklin, Brigham and Women’s Hospital and Harvard Medical School
10:00 AM	Discussant: Yi Huang, University of Maryland Baltimore Country
10:10 AM	Floor Discussion

493 * !	Wed, 7/31/2019, 10:30 AM - 12:20 PM	CC-506
Leveraging Historical Data and Real World Evidence in Drug Development Program Evaluation — Topic Contributed Papers
Health Policy Statistics Section, Biopharmaceutical Section, International Chinese Statistical Association
Organizer(s): Freda Cooner, Amgen Inc.
Chair(s): Yang Wang, Amgen
10:35 AM	From Quantitative Drug Safety to Real-World Evidence: Activities at the US FDA Hana Lee, U.S Food and Drug Administration; Mark Levenson, FDA CDER
10:55 AM	Leveraging Historical Data in Diabetes Cardiovascular Outcome Trials Shuang Li, Southern Methodist University; Freda Cooner, Amgen
11:15 AM	Sources of Data and Statistical Strategies for Design and Analysis: Real World Insights Presentation Olga Marchenko, Bayer
11:35 AM	Real World Evidence Use in CBER Jennifer Kirk, FDA, Center for Biologics Evaluation and Research (CBER)
11:55 AM	Discussant: Freda Cooner, Amgen Inc.
12:15 PM	Floor Discussion

494 * !	Wed, 7/31/2019, 10:30 AM - 12:20 PM	CC-113
Identifying and Addressing Sources of Bias in Causal Inference — Topic Contributed Papers
Biometrics Section, Section on Statistics in Epidemiology, Health Policy Statistics Section
Organizer(s): Caleb Miles, Columbia; Linda Valeri, Columbia University Mailman School of Public Health
Chair(s): Joseph Antonelli, University of Florida
10:35 AM	Measurement Error-Robust Causal Inference via Synthetic Instrumental Variables Presentation Caleb Miles, Columbia; Brent A. Coull, Harvard T. H. Chan School of Public Health; Linda Valeri, Columbia University Mailman School of Public Health
10:55 AM	Causal Mediation Analysis for Stochastic Interventions Presentation Ivan Diaz, Weill Medical College, Cornell University
11:15 AM	Observational Studies of Peer Effects: Dean Eckles, MIT; Eytan Bakshy, Facebook
3:05 PM	Discussant: Elizabeth Ogburn, Johns Hopkins Bloomberg School of Public Health
3:25 PM	Discussant: Linda Valeri, Columbia University Mailman School of Public Health
12:05 PM	Floor Discussion

532	Wed, 7/31/2019, 12:30 PM - 1:50 PM	H-Centennial Ballroom F
Health Policy Statistics Section Speaker with Lunch (Added Fee) — Roundtables Speaker with Lunch
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
WL07:	The Rise and Rise of Patient-Oriented Research: What Implications for Health Services and Policy Research? Stirling Bryan

534	Wed, 7/31/2019, 12:30 PM - 1:50 PM	H-Centennial Ballroom G-H
Health Policy Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Lisa M Lix, University of Manitoba
WL09:	Collecting Patient-Reported Outcomes in Clinical Registries Olawale Fatai Ayilara, University of Manitoba; Lisa M Lix, University of Manitoba
WL10:	Mixture Wait-Time Models Jimmy Efird, Cooperative Studies Program Epidemiology (VA)

542 * !	Wed, 7/31/2019, 2:00 PM - 3:50 PM	CC-507
New Research Synthesis Methods in Data Science — Invited Papers
International Chinese Statistical Association, Section on Statistics in Epidemiology, Health Policy Statistics Section
Organizer(s): Haitao Chu, University of Minnesota
Chair(s): Jing Zhang, University of Maryland College Park
2:05 PM	Bayesian Inference for Network Meta-Regression Using Multivariate Random Effects with Applications to Cholesterol-Lowering Drugs Presentation Joseph G Ibrahim, UNC; Sungduk Kim, NIH; Ming-Hui Chen, University of Connecticut; Arvind Shah, Merck, Inc.; Jianxin Lin, Merck, Inc.; Hao Li, Boehringer Ingelheim; Andrew Tershakovec, Merck, Inc
2:30 PM	Innovative Methods for Assessing Publication Bias in Meta-Analysis Lifeng Lin, Florida State University
2:55 PM	Bayesian Meta-Regression Model Using Heavy-Tailed Random-Effects with Missing Sample Sizes for Self-Thinning Meta-Data Zhihau Ma, Jinan University and University of Connecticut ; Ming-Hui Chen, University of Connecticut; Yi Tang, Liaoning University
3:20 PM	Bias Correction and Sensitivity Analysis for Meta-Analysis of Studies with Zero-Inflated Outcomes Zhengyang Zhou, University of North Texas Health Science Center; Minge Xie, Rutgers University; Thomas Trikalinos, Brown University; Eun-Young Mun, University of North Texas Health Science Center
3:45 PM	Floor Discussion

558 * !	Wed, 7/31/2019, 2:00 PM - 3:50 PM	CC-207
The Big Data Revolution in Health Care: Promise and Potential — Topic Contributed Papers
Biopharmaceutical Section, Health Policy Statistics Section, Society for Clinical Trials
Organizer(s): Satrajit Roychoudhury, Pfizer Inc
Chair(s): Satrajit Roychoudhury, Pfizer Inc
2:05 PM	Perspectives on Use of Real-World Evidence in Drug Development Demissie Alemayehu, Pfizer, Inc.; Satrajit Roychoudhury, Pfizer Inc
2:25 PM	Reliable Healthcare Evidence from the Large-Scale Evidence Generation Across a Network of Databases (LEGEND) Study Marc Suchard, UCLA
2:45 PM	Longitudinal Causal Inference Using EHRs Presentation 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
3:05 PM	Discussant: Aloka Chakravarty, Office of Biostatistics of CDER/FDA
3:25 PM	Discussant: Ram Tiwari, CDRH, FDA
3:45 PM	Floor Discussion

560 * !	Wed, 7/31/2019, 2:00 PM - 3:50 PM	CC-111
Using Large Healthcare Databases and Modern Statistical Methods to Impact Health Policy — Topic Contributed Papers
ENAR, Health Policy Statistics Section, International Indian Statistical Association
Organizer(s): Nandita Mitra, University of Pennsylvania
Chair(s): Nandita Mitra, University of Pennsylvania
2:05 PM	Innovations to Assess Program Attribution and Calculate Return on Investment in Large-Scale Health Programs Jiaqi Li, Booz Allen Hamilton; Ping Yu, Booz Allen Hamilton
2:25 PM	A Fresh Look at Models, Assumptions, and Confounders in Diff-In-Diff Presentation Bret Zeldow, Harvard Medical School; Laura A Hatfield, Harvard Medical School
2:45 PM	Hierarchical Bayesian Estimation of Subgroup Effects in Large Healthcare Policy Evaluations Presentation Jonathan Gellar, Mathematica Policy Research; Mariel Finucane, Mathematica Policy Research; Ignacio Martinez, Mathematica Policy Research
3:05 PM	Bayesian Nonparametric Model for Zero-Inflated Outcomes: Clustering, Prediction, and Causal Inference Arman Oganisian, Univ of Pennsylvania; Nandita Mitra, University of Pennsylvania; Jason Roy, Rutgers University
3:25 PM	Discussant: Jason Roy, Rutgers University
3:45 PM	Floor Discussion

595 * !	Thu, 8/1/2019, 8:30 AM - 10:20 AM	CC-107
Global Estimates of Morbidity and Mortality — Invited Papers
Health Policy Statistics Section, Section on Statistics in Epidemiology, Biometrics Section
Organizer(s): Laura A Hatfield, Harvard Medical School
Chair(s): Laura A Hatfield, Harvard Medical School
9:00 AM	Monitoring Maternal Mortality by the United Nations (UN MMEIG): Improved Estimates of Levels, Trends and Reporting Errors Through Bayesian Multilevel Temporal Regression Modeling Leontine Alkema, University of Massachusetts Amherst; Emily Peterson, University of Massachusetts Amherst; Doris Chou, World Health Organization; Ann Beth Moller, World Health Organization; Lale Say, World Health Organization
9:50 AM	Making Inference in Global Health When There Is Limited (Or No) Data Bethany Hedt-Gauthier, Harvard Medical School
10:15 AM	Floor Discussion

608	Thu, 8/1/2019, 8:30 AM - 10:20 AM	CC-704
Patient-Focused Clinical Trials: Challenges and Considerations for Trial Design, Endpoints, and Analysis — Topic Contributed Panel
Biopharmaceutical Section, Health Policy Statistics Section
Organizer(s): Pallavi Mishra-Kalyani, US Food and Drug Administration; Jessica Roydhouse, US Food and Drug Administration
Chair(s): Jessica Roydhouse, US Food and Drug Administration
8:35 AM	Patient-Focused Clinical Trials: Challenges and Considerations for Trial Design, Endpoints, and Analysis Presentation 1 Presentation 2
Panelists:	Mallorie H Fiero, US Food and Drug Administration Melanie Bell, University of Arizona Stacie Hudgens, Clinical Outcomes Solutions Stephanie Manson, Novartis Oncology
10:10 AM	Floor Discussion

628 * !	Thu, 8/1/2019, 10:30 AM - 12:20 PM	CC-710
Advances in Clinical Outcome Assessments — Invited Papers
Biopharmaceutical Section, Health Policy Statistics Section, Biometrics Section
Organizer(s): Joseph C Cappelleri, Pfizer Inc
Chair(s): Bellinda King-Kallimanis, U.S. Food and Drug Administration
10:35 AM	Methods for Identifying Treatment-Emergent Symptomatic Adverse Events from the Patient Perspective with Application to the PRO-CTCAE Presentation Gina Lynn Mazza, Mayo Clinic; Ethan Basch, University of North Carolina Lineberger Comprehensive Cancer Center; Lauren J. Rogak, Memorial Sloan Kettering Cancer Center; Amylou C. Dueck, Mayo Clinic
11:00 AM	Mixed Location Scale Hidden Markov Model with an Application to Ecological Momentary Assessment Data Presentation Xiaolei Lin, Fudan University; Robin Mermelstein, University of Illinois at Chicago; Donald Hedeker, University of Chicago
11:25 AM	Identification of Distinct Disease-Activity Trajectories in Patients with Rheumatoid Arthritis Presentation David Gruben, Pfizer, Inc.
11:50 AM	Discussant: Joseph C Cappelleri, Pfizer Inc
12:10 PM	Floor Discussion

656 * !	Thu, 8/1/2019, 10:30 AM - 12:20 PM	CC-705
Using Unique Associations to Address Health Policy Questions — Contributed Papers
Health Policy Statistics Section
Chair(s): Jessica Lavery, Memorial Sloan Kettering Cancer Center
10:35 AM	A Novel Cluster Sampling Design That Entwines Three Surveys to Support Multiple Statistical Modeling Objectives Presentation A. James O'Malley, Dartmouth College; Seho Park , Dartmouth University
10:50 AM	Use of Survey Databases in Statistical Consulting Projects Presentation Heather Watson, Exponent
11:05 AM	Integration of Clinical and National Health Care Survey Data to Inform Disparities Presentation Steven Cohen, RTI International
11:20 AM	Disparities in Potentially Achievable Vaccination Coverage by Selected Socio-Demographic Factors Among Children in the United States Zhen Zhao, CDC; Holly A. Hill, CDC; Laurie D. Elam-Evans, CDC; James A. Singleton, CDC
11:35 AM	A Unified Counterfactual Framework for Estimating Health Disparity Presentation Chen-Pin Wang, University of Texas Health Science Center San Antonio
11:50 AM	Local Item Response Theory for the Detection of Regional Differences in Contraceptive Knowledge, HIV/AIDS Knowledge, and Attitudes Towards Domestic Violence Samantha Robinson, University of Arkansas
12:05 PM	Discovering Connection Among Emergency Rooms in Terms of Alerts at Maryland Region III Xu Zhang; Sean Barnes, University of Maryland, College Park; Bruce Golden, University of Maryland, College Park; Paul Smith, University of Maryland, College Park

JSM 2019 Online Program

Activity Details

American Statistical Association