JSM 2017 Online Program

Legend:
CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme

Activity Details

CE_07C	Sat, 7/29/2017, 1:00 PM - 5:00 PM	H-Key Ballroom 11
Network Meta-Analysis (ADDED FEE) — Professional Development Continuing Education Course
ASA , Health Policy Statistics Section
Instructor(s): Christopher Schmid, Brown University, Thomas Trikalinos, Brown University
1:00 PM	Network Meta-Analysis (ADDED FEE) — Christopher Schmid, Brown University ; Thomas Trikalinos, Brown University

3 * !	Sun, 7/30/2017, 2:00 PM - 3:50 PM	CC-338
Statistical Methods for Health Economics and Applied Econometrics in Health Policy — Invited Papers
Health Policy Statistics Section , Business and Economic Statistics Section , Biopharmaceutical Section , Conference on Statistical Practice Steering Committee
Organizer(s): Sherri Rose, Harvard Medical School
Chair(s): Haochang Shou, University of Pennsylvania
2:05 PM	Computational Health Economics for Health Care Spending — Sherri Rose, Harvard Medical School ; Savannah Bergquist, Harvard University ; Tim Layton, Harvard Medical School
2:30 PM	Technical Solutions for Practical Problems in Accounting for Medical and Non-Medical Risk in Massachusetts' Medicaid Program — Arlene S. Ash, University of Massachusetts Medical School
2:55 PM	Statistical Methods for Developing Cost-Effective Biomarker Combinations for Disease Diagnosis and Prognosis — Aasthaa Bansal, University of Washington ; Patrick Heagerty, University of Washington ; Lotte Steuten, Fred Hutchinson Cancer Research Center
3:20 PM	Meta-Learners for Estimating Conditional Average Treatment Effects Using Machine Learning — Sören Künzel, UC Berkeley ; Jasjeet Sekhon, UC Berkeley ; Peter Bickel, UC Berkeley ; Bin Yu, University of California, Berkeley
3:45 PM	Floor Discussion

59 * !	Sun, 7/30/2017, 4:00 PM - 5:50 PM	CC-338
Evidence-Generation via Big Data in the Real-World Setting — Topic Contributed Papers
Stats. Partnerships Among Academe, Indust. & Govt. Committee , Health Policy Statistics Section , International Chinese Statistical Association , Section for Statistical Programmers and Analysts
Organizer(s): Kelly H. Zou, Pfizer Inc
Chair(s): Aiyi Liu, National Institutes of Health/NICHD
4:05 PM	Automated Learning Techniques for Electronic Health Record (EHR) Unstructured Notes — Michael Sanky, Optum ; Balaji Ramesh, Optum
4:25 PM	Evaluation the Quality of Electronic Health Record Data — Ying Lu, Department of Biomedical Data Science, Stanford University School of Medicine ; Hui Wang, Palo Alto VA Health Care System ; Jennifer Shuwen Lee, Stanford University and VA Palo Alto Health Care System ; Phiip S Tsao, Stanford University and Palo Alto VA Health Care System
4:45 PM	Leverage Real World Data to Support Drug Safety Surveillance: Cases Studies of the Applications — Xiaofeng Zhou, Pfizer Inc ; Andrew Bate, Pfizer
5:05 PM	Drug Safety and Comparative Effectiveness at Massive Scale — Yuxi Tian, David Geffen School of Medicine At UCLA ; Marc A. Suchard, University of California, Los Angeles ; Martijn Schuemie, Janssen Research and Development
5:25 PM	Combining Clinical and Nonclinical Big Data from Multiple Sources — Javier Cabrera, Rutgers University ; Birol Emir, Pfizer Inc ; Demissie Alemayehu, Pfizer Inc
5:45 PM	Floor Discussion

72	Sun, 7/30/2017, 4:00 PM - 5:50 PM	CC-313
Methods for Causal and Integrative Analysis in Health Studies — Contributed Papers
Health Policy Statistics Section
Chair(s): Jane Lange, Fred Hutchinson Cancer Research Center
4:05 PM	An Evaluation of Bias in Propensity Score Adjusted Nonlinear Regression Models — Fei Wan, University of Arkansas for Medical Sciences ; Nandita Mitra, University of Pennslyvania
4:20 PM	A Bayesian Approach for Correcting Exposure Misclassification in Meta-Analysis — Qinshu Lian, University of Minnesota-Twin cities ; Haitao Chu, University of Minnesota
4:35 PM	Matching Estimators for Causal Effects of Multiple Treatments — Anthony Scotina, Brown University ; Roee Gutman, Brown University
4:50 PM	Data Integration Enhancements to Project Data Sphere's Analytic Capacity and Utility — Steven Cohen, RTI International
5:05 PM	ESTIMATION of AVERAGE TREATMENT EFFECTS AMONG MULTIPLE TREATMENT GROUPS by USING ADAPTIVE ENSEMBLE METHOD — Maiying Kong, University of Louisville
5:20 PM	Integrating the Evidence from Evidence Factors in Observational Studies — Bikram Karmakar, University of Pennsylvania ; Benjamin French, Radiation Effects Research Foundation ; Dylan Small, University of Pennsylvania
5:35 PM	Marginal Meta-Analysis for Combining Multiple Randomized Clinical Trails with Rare Events — Yun-Ju UMBC Cheng, UMBC ; Yi Huang, UMBC ; Elande Baro, FDA ; Guoxing Soon, FDA

214640	Mon, 7/31/2017, 7:00 AM - 8:00 AM	H-Poe B
Section on Health Policy Statistics Business Meeting — Other Cmte/Business
Health Policy Statistics Section
Chair(s): Carolyn Rutter, RAND corporation

85	Mon, 7/31/2017, 7:00 AM - 8:15 AM	CC-Ballroom II
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
ML02:	Scalable Precision Medicine Through mHealth — Eric Laber, North Carolina State University

104 * !	Mon, 7/31/2017, 8:30 AM - 10:20 AM	CC-321
How Funding Agencies and Journals Are Encouraging Reproducible Research and the Role of Statisticians — Invited Panel
Committee on Funded Research , Scientific and Public Affairs Advisory Committee , Health Policy Statistics Section , Section on Statistics in Genomics and Genetics
Organizer(s): Ming-Wen An, Vassar College
Chair(s): Karen Bandeen-Roche, Johns Hopkins University
8:35 AM	How Funding Agencies and Journals Are Encouraging Reproducible Research and the Role of Statisticians
Panelists:	Jeremy Berg, Science magazine Meredith LeMasurier, Nature Research Michael Lauer, Extramural Research, NIH Richard Nakamura, Center for Scientific Review, NIH
10:10 AM	Floor Discussion

115 * !	Mon, 7/31/2017, 8:30 AM - 10:20 AM	CC-347
HPSS Student Paper Competition Winners: Statistics Advancing Health Policy — Topic Contributed Papers
Health Policy Statistics Section
Organizer(s): Cory Zigler, Harvard School of Public Health
Chair(s): Cory Zigler, Harvard School of Public Health
8:35 AM	Estimating Average Treatment Effects with a Response-Informed Calibrated Propensity Score — David Cheng, Harvard T.H. Chan School of Public Health ; Abhishek Chakrabortty, University of Pennsylvania ; Ashwin N. Ananthakrishnan, Massachusetts General Hospital ; Tianxi Cai, Harvard University
8:55 AM	Abstract for Dynamic Multi-Resolution Smoothing Using Multi-Source Exchangeability Models — Alexander Kaizer ; Joseph Koopmeiners, University of Minnesota ; Brian P. Hobbs, The University of Texas MD Anderson Cancer Center
9:15 AM	Joint Indirect Standardization When Only Marginal Distributions Are Observed in the Index Population — Yifei Wang, University of California, Davis ; Diana Miglioretti, University of California, Davis ; Daniel Tancredi, University of California, Davis
9:35 AM	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
9:55 AM	Bayesian Nonparametric Policy Search with Application to Periodontal Recall Intervals — Qian Guan, North Carolina State University ; Brian Reich, NCSU ; Eric Laber, North Carolina State University ; Dipankar Bandyopadhyay, Virginia Commonwealth University
10:15 AM	Floor Discussion

135 * !	Mon, 7/31/2017, 10:30 AM - 12:20 PM	CC-343
Novel Non/Semiparametric Developments for Risk Perception with Censored and/or Missing Data — Invited Papers
Section on Risk Analysis , Health Policy Statistics Section , International Chinese Statistical Association
Organizer(s): Jiwei Zhao, State University of New York at Buffalo
Chair(s): Guan Yu, State University of New York at Buffalo
10:35 AM	A Nonparametric Approach for Partial Areas Under ROC Curves — Hanfang Yang, Renmin Univeristy of China ; Kun Lu, Princeton University ; Yichuan Zhao, Georgia State University
10:55 AM	Risk Prediction from the Combination of Longitudinal Biomarkers Subject to Informative Missingness — Jiwei Zhao, State University of New York at Buffalo
11:15 AM	Testing Causative Hypotheses in Nonparametric Models with a Mismeasured or Coarsened Confounder — Wang Miao, Peking University ; Lan Liu, University of Minnesota at Twin Cities
11:35 AM	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
11:55 AM	Semiparametric Odds Ratio Model for Multivariate Survival Times — Hua Yun Chen, University of Illinois at Chicago
12:15 PM	Floor Discussion

136 * !	Mon, 7/31/2017, 10:30 AM - 12:20 PM	CC-308
Toward a Learning-Health System: Methods and Strategies for Data-Driven Health Care — Invited Papers
Health Policy Statistics Section , Society for Medical Decision Making , Biometrics Section , Section on Statistical Learning and Data Science
Organizer(s): Rebecca Yates Coley, Kaiser Permanente Washington Health Research Institute
Chair(s): Zhenke Wu, University of Michigan
10:35 AM	Improving Dynamic Predictions from Joint Models of Longitudinal and Survival Data Using Time-Varying Effects — Dimitris Rizopoulos, Erasmus University Medical Center
11:00 AM	Sending Analysis to the Data: Optimizing Information Exchange in the Learning Health Care System — Darren Toh, Harvard Medical School and Harvard Pilgrim Health Care Institute
11:25 AM	Learning Health Care Systems in Context: The Information, Economic, and Ethical Considerations Revolutionizing Medicine — Mary Helen Cooke, The Johns Hopkins Health System
11:50 AM	Statisticians Leading the Way: Advocating for Learning Health Systems and Collaborating Effectively with Clinical Stakeholders — Rebecca Yates Coley, Kaiser Permanente Washington Health Research Institute ; Scott Zeger, Johns Hopkins University
12:15 PM	Floor Discussion

162	Mon, 7/31/2017, 10:30 AM - 12:20 PM	CC-326
SPEED: Government Statistics, Health Policy, and Marketing — Contributed Speed
Government Statistics Section , Health Policy Statistics Section , Section on Statistics in Marketing , Section on Bayesian Statistical Science , Social Statistics Section , Section on Statistics in Defense and National Security
Chair(s): Cynthia Rush, Columbia University
10:35 AM	Using Interrupted Time Series to Examine the Validity of the Surveillance Definition of Catheter-Associated Urinary Tract Infection in U.S. Hospitals — Minn Soe, Surveillance Branch, DHQP, NCEZID, CDC
10:40 AM	Comparisons of Calibration Methods for the RECS Engineering End-Use Estimates — Shaofen Grace Deng, U.S. Energy Information Administration ; Greg Lawson , U.S. Energy Information Administration ; Chrishelle Lawrence, U.S. Energy Information Administration
10:45 AM	Demonstrating the Usefulness of the National Hospital Care Survey to Track Patients Who Used Outpatient Department and Other Hospital Services Over Time — Geoffrey Jackson, National Center for Health Statistics, CDC ; Margaret Hall, National Center for Health Statistics, CDC ; Alexander Schwartzman, National Center for Health Statistics, CDC
10:50 AM	Imputing Water Consumption in Large Commercial Buildings in the 2012 CBECS — Jay Olsen, EIA Dept of Energy
10:55 AM	Methodologies for Clinical Trials Using Historical Control — Yeh-Fong Chen, US Food and Drug Administration
11:00 AM	Forced Migration: Visualizing Patterns of Refugee Movements — Jacquelyn Neal, Vanderbilt University ; Hannah E Weeks, Vanderbilt University
11:05 AM	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
11:10 AM	Beneath the Veneer of Healthcare Quality Measurement: Sample Size Estimation — Adeline Wilcox, Retired
11:20 AM	Racial and Ethnic Disparities in Disability Among Medicare Beneficiaries in Rural Communities: ACS 2012-2015 — Loida Tamayo, CMS Office of Minortiy Health ; Shondelle Wilson-Frederick, CMS Office of Minority Health ; Elsa Haile, CMS Office of Minority Health ; Cara James, CMS Office of Minority Health
11:25 AM	Child Abuse on Trial: a Statistical Analysis of Shaken Baby Syndrome — Maria Cuellar, Carnegie Mellon University
11:30 AM	A Terminal Trend Model for Longitudinal Medical Cost Data and Survival — Qian Yang, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Tor D. Tosteson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Anna N. A. Tosteson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Jeffrey C. Munson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Zhigang Li, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
11:35 AM	Quantifying the Value of Research: Identifying and Measuring Treatment Effect Modifiers — Katherine Lofgren, Harvard University ; Daniel Kramer, Beth Israel Deaconess Medical Center ; Joshua Salomon, Harvard T.H. Chan School of Public Health ; Laura Anne Hatfield, Harvard Medical School
11:40 AM	A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted — Lysbeth Floden, University of Arizona ; Patrick Anthony O'Connor, University of Arizona ; Melanie Bell, University of Arizona
11:45 AM	Biomarker-Based Cross-Sectional Incidence Estimation with Incomplete Data — Douglas Ezra Morrison, UCLA ; Ron Brookmeyer, UCLA ; Oliver Laeyendecker, Johns Hopkins University ; Jacob Konikoff
11:50 AM	An Integrated Analysis and Reporting System for Data Science Teams — Iyue Sung, Press Ganey ; David Klotz, Press Ganey ; Jacob Cheng, Press Ganey ; Wei-Han Chen, Press Ganey ; Nikolas Matthes, Press Ganey ; Peggy Miller, Press Ganey
11:55 AM	A Community and Node Attribute-Corrected Stochastic Blockmodel — Kristen M. Altenburger, Stanford University ; W. Philip Kegelmeyer, Sandia National Laboratories ; Ali Pinar, Sandia National Laboratories ; Jeremy D. Wendt, Sandia National Laboratorie ; Cliff Anderson-Bergman, Sandia National Laboratories
12:00 PM	Analysis of the Australian Election Study Using Bayesian Quantile Regression Models — Charles Au, University of Sydney ; S. T. Boris Choy, University of Sydney
12:05 PM	AARP 2016 Master Model Building and Validation — Renting Xu, AARP ; Jared Weiss, AARP, Inc ; Paul Maiste, Lityx,LLC ; Jerrod Begora, Lityx,LLC ; Roger Marcus, Lityx,LLC
12:10 PM	Floor Discussion

169	Mon, 7/31/2017, 10:30 AM - 12:20 PM	CC-304
Making Better Models for Health Studies — Contributed Papers
Health Policy Statistics Section
Chair(s): Joseph Antonelli
10:35 AM	Splice Plots for Assessing the Fit of Proportional Hazards Models — David Nelson, Dept Veterans Affairs, Univ Minnesota ; Siamak Noorbaloochi, VA Health Care System
10:50 AM	Developing and Assessing Fit of Examination Forms to Maintenance of Certification (MOC) Blueprints: a Case-Series Simulation Study — Gerald Arnold, American Board of Internal Medicine ; Jerome Clauser, American Board of Internal Medicine
11:05 AM	Diagnosing the Diagnostic: a Simulation Study of the Omnibus Test for Covariate Balance — Lauren Vollmer, Mathematica Policy Research
11:20 AM	A Markov Model for Transitions Between Tobacco Product Use Categories — Alice Hinton ; Haikady Nagraja, The Ohio State University ; Mary Ellen Wewers, The Ohio State University
11:35 AM	Analyzes of Nighttime Seat Belt Usage Based on Gender, Vehicle Type, and Geography — Kwaku Boakye, University of Tennessee, Knoxville ; Shashi Nambisan, University of Alabama ; Mack Shelley, Iowa State University
11:50 AM	Factors Associated with Missed Opportunities for Simultaneous Administration of the Fourth Dose of PCV for Children in the United States — Zhen Zhao, CDC ; Philip J. Smith, Centers for Disease Control and Prevention ; Holly A. Hill, Centers for Disease Control and Prevention
12:05 PM	Endpoints Options and Considerations for Selection — Laura Lee Johnson, USFDA

189	Mon, 7/31/2017, 12:30 PM - 1:50 PM	CC-Ballroom II
Health Policy Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
ML15:	Quantifying the Linkage Between Patient Outcomes and Workforce Quality — Myra Norton, Arena Analytics
ML16:	The Evolution of Fraud Detection Models — Brian Hochrein, IBM Watson Health

208 * !	Mon, 7/31/2017, 2:00 PM - 3:50 PM	CC-322
Substantial Evidence Using Bayesian Statistics in New Drug Approvals — Invited Papers
Section on Bayesian Statistical Science , Health Policy Statistics Section , Statistics and Public Policy
Organizer(s): Fanni Natanegara, Eli Lilly and Company
Chair(s): Fanni Natanegara, Eli Lilly and Company
2:05 PM	A Global Oncology Platform Trial for Personalized Medicine: GBM AGILE — Jason Connor, Berry Consultants
2:20 PM	Predictive Evidence Threshold Scaling: Does the Evidence Meet a Confirmatory Standard? — Satrajit Roychoudhury, Pfizer Inc ; Beat Neuenschwander, Novartis Pharma AG ; Michael Branson, Novartis Pharma AG
2:35 PM	Shedding a Bayesian Light on the Evidence-Based Medicine — J. Jack Lee, UT MD Anderson Cancer Ctr.
2:50 PM	Re-Analyzing Clinical Trials Through the Bayesian Lens — Margaret Gamalo-Siebers, Eli Lilly ; Karen Price, Eli Lilly ; Stephen J Ruberg, Eli Lilly and Co
3:05 PM	Discussant: Stephen J Ruberg, Eli Lilly and Co
3:20 PM	Discussant: John Scott, FDA
3:35 PM	Floor Discussion

217 * !	Mon, 7/31/2017, 2:00 PM - 3:50 PM	CC-337
Recent Developments in Spatial Statistics — Topic Contributed Papers
SSC , Health Policy Statistics Section
Organizer(s): Mahmoud Torabi, University of Manitoba
Chair(s): Joel A Dubin, University of Waterloo
2:05 PM	A Spatio-Temporal Cluster Process for Modeling Storm Cells — Charmaine Dean, University of Waterloo ; Alisha Albert-Green, University of Toronto
2:25 PM	Individual Level Infectious Disease Models Incorporating Aggregate Level Spatial Structure — Rob Deardon, University of Calgary ; MD Mahsin, University of Calgary
2:45 PM	Spatio-Temporal Models with Excess Zeros — Mahmoud Torabi, University of Manitoba
3:05 PM	Assessing NARCCAP Climate Model Effects Using Spatial Confidence Regions — Joshua French, University of Colorado Denver ; Seth McGinnis, National Center for Atmospheric Research ; Armin Schwartzman, University of California, San Diego
3:25 PM	Impact of Misspecified Covariance Structure on the Parameter Estimates in a Shared Spatial Frailty Model — Cindy Feng, University of Saskatchewan
3:45 PM	Floor Discussion

253	Mon, 7/31/2017, 3:05 PM - 3:50 PM	CC-Halls A&B
SPEED: Government Statistics, Health Policy, and Marketing — Contributed Poster Presentations
Government Statistics Section , Health Policy Statistics Section , Section on Statistics in Marketing , Section on Bayesian Statistical Science , Social Statistics Section , Section on Statistics in Defense and National Security
Chair(s): Jessi Cisewski, Yale University
15:	Using Interrupted Time Series to Examine the Validity of the Surveillance Definition of Catheter-Associated Urinary Tract Infection in U.S. Hospitals — Minn Soe, Surveillance Branch, DHQP, NCEZID, CDC
16:	Comparisons of Calibration Methods for the RECS Engineering End-Use Estimates — Shaofen Grace Deng, U.S. Energy Information Administration ; Greg Lawson , U.S. Energy Information Administration ; Chrishelle Lawrence, U.S. Energy Information Administration
17:	Demonstrating the Usefulness of the National Hospital Care Survey to Track Patients Who Used Outpatient Department and Other Hospital Services Over Time — Geoffrey Jackson, National Center for Health Statistics, CDC ; Margaret Hall, National Center for Health Statistics, CDC ; Alexander Schwartzman, National Center for Health Statistics, CDC
18:	Imputing Water Consumption in Large Commercial Buildings in the 2012 CBECS — Jay Olsen, EIA Dept of Energy
19:	Methodologies for Clinical Trials Using Historical Control — Yeh-Fong Chen, US Food and Drug Administration
20:	Forced Migration: Visualizing Patterns of Refugee Movements — Jacquelyn Neal, Vanderbilt University ; Hannah E Weeks, Vanderbilt University
21:	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
22:	Beneath the Veneer of Healthcare Quality Measurement: Sample Size Estimation — Adeline Wilcox, Retired
23:	Racial and Ethnic Disparities in Disability Among Medicare Beneficiaries in Rural Communities: ACS 2012-2015 — Loida Tamayo, CMS Office of Minortiy Health ; Shondelle Wilson-Frederick, CMS Office of Minority Health ; Elsa Haile, CMS Office of Minority Health ; Cara James, CMS Office of Minority Health
24:	Child Abuse on Trial: a Statistical Analysis of Shaken Baby Syndrome — Maria Cuellar, Carnegie Mellon University
25:	A Terminal Trend Model for Longitudinal Medical Cost Data and Survival — Qian Yang, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Tor D. Tosteson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Anna N. A. Tosteson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Jeffrey C. Munson, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire ; Zhigang Li, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire
26:	Quantifying the Value of Research: Identifying and Measuring Treatment Effect Modifiers — Katherine Lofgren, Harvard University ; Daniel Kramer, Beth Israel Deaconess Medical Center ; Joshua Salomon, Harvard T.H. Chan School of Public Health ; Laura Anne Hatfield, Harvard Medical School
27:	A Case Study in Adaptive LASSO Logistic Regression: Factors Related to Cyclist Death When Drivers Are Distracted — Lysbeth Floden, University of Arizona ; Patrick Anthony O'Connor, University of Arizona ; Melanie Bell, University of Arizona
28:	Biomarker-Based Cross-Sectional Incidence Estimation with Incomplete Data — Douglas Ezra Morrison, UCLA ; Ron Brookmeyer, UCLA ; Oliver Laeyendecker, Johns Hopkins University ; Jacob Konikoff
29:	An Integrated Analysis and Reporting System for Data Science Teams — Iyue Sung, Press Ganey ; David Klotz, Press Ganey ; Jacob Cheng, Press Ganey ; Wei-Han Chen, Press Ganey ; Nikolas Matthes, Press Ganey ; Peggy Miller, Press Ganey
30:	A Community and Node Attribute-Corrected Stochastic Blockmodel — Kristen M. Altenburger, Stanford University ; W. Philip Kegelmeyer, Sandia National Laboratories ; Ali Pinar, Sandia National Laboratories ; Jeremy D. Wendt, Sandia National Laboratorie ; Cliff Anderson-Bergman, Sandia National Laboratories
31:	Analysis of the Australian Election Study Using Bayesian Quantile Regression Models — Charles Au, University of Sydney ; S. T. Boris Choy, University of Sydney
32:	AARP 2016 Master Model Building and Validation — Renting Xu, AARP ; Jared Weiss, AARP, Inc ; Paul Maiste, Lityx,LLC ; Jerrod Begora, Lityx,LLC ; Roger Marcus, Lityx,LLC
The Speed portion will take place during Session 214530

215016	Mon, 7/31/2017, 5:30 PM - 7:00 PM	Offsite
HPSS Open Mixer and Business Meeting — Other Cmte/Business
Health Policy Statistics Section
Chair(s): Carolyn Rutter, RAND corporation

214686	Tue, 8/1/2017, 7:00 AM - 8:30 AM	H-Key Ballroom 5
ICHPS Committee Meeting — Other Cmte/Business
Health Policy Statistics Section
Chair(s): Bonnie Ghosh-Dastidar, The RAND Corporation, Laura Lee Johnson, USFDA

257	Tue, 8/1/2017, 7:00 AM - 8:15 AM	CC-Ballroom II
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
TL02:	Current Policies and Landscape for Bayesian Methods in Drug Approval — Fanni Natanegara, Eli Lilly and Company

311 *	Tue, 8/1/2017, 10:30 AM - 12:20 PM	CC-349
Overcoming Practical Challenges in the Design and Analysis of Medical Studies Using Electronic Health Records — Invited Papers
Health Policy Statistics Section , ENAR , WNAR
Organizer(s): Rebecca Hubbard, University of Pennsylvania
Chair(s): Ruth Etzioni, Fred Hutchinson Cancer Research Center
10:35 AM	Optimal Individualized Early Warning for Inpatient Adverse Events — Hossein Soleimani, Johns Hopkins University ; Suchi Saria, Johns Hopkins University
10:55 AM	Harnessing Diverse Data from a Healthcare Systems Network for Early Identification of Pediatric Diabetes — Rebecca Hubbard, University of Pennsylvania ; Grace Choi, University of Pennsylvania ; Arman Oganisian, University of Pennsylvania ; Yong Chen, University of Pennsylvania ; Jing Huang, University of Pennsylvania
11:15 AM	Informed Presence Bias in the Analysis of Electronic Health Records — Benjamin Goldstein, Duke University - Department of Biostatistics & Bioinformatics ; Matthew Phelan, Duke Clinical Research Institute - Center for Predictive Medicine ; Nrupen Bhavsar, Duke University - General Internal Medicine
11:35 AM	Using Historical, Electronic Health Record Data to Bolster a Cluster Randomized Trial of Early Childhood Obesity — Jonathan Schildcrout, Vanderbilt University Medical Center ; Aihua Bian, Vanderbilt University Medical Center
11:55 AM	Discussant: Patrick Heagerty, University of Washington
12:15 PM	Floor Discussion

362	Tue, 8/1/2017, 12:30 PM - 1:50 PM	CC-Ballroom II
Health Policy Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
TL14:	Wearable Devices in Daily Activities and Clinical Trials — R. Lakshmi Vishnuvajjala, FDA/CDRH

393 * !	Tue, 8/1/2017, 2:00 PM - 3:50 PM	CC-304
Using Patient-Reported Outcomes to Capture Symptomatic Adverse Events in Cancer Clinical Trials: Challenges and Opportunities — Topic Contributed Papers
Health Policy Statistics Section
Organizer(s): Joseph Cappelleri, Pfizer Inc
Chair(s): Joseph Cappelleri, Pfizer Inc
2:05 PM	Patient-Reporting of Symptomatic Toxicities of Cancer Treatment: Current Progress and Emerging Challenges — Sandra Anne Mitchell, National Cancer Institute
2:25 PM	PRO-CTCAE Implementation in Oncology Clinical Trials: An Industry Perspective — Paivi Miskala, Pfizer Inc
2:45 PM	PRO-CTCAE in Oncology Clinical Trials: a U.S. Regulatory Perspective — Paul Kluetz, U.S. Food and Drug Administration
3:05 PM	Statistical Methods to Analyze PRO-CTCAE Data in Oncology Clinical Trials — Amylou Dueck, Mayo Clinic
3:25 PM	Discussant: Rajeshwari Sridhara, U.S. Food and Drug Administration
3:45 PM	Floor Discussion

421	Tue, 8/1/2017, 2:00 PM - 3:50 PM	CC-Halls A&B
Contributed Poster Presentations: Health Policy Statistics Section — Contributed Poster Presentations
Health Policy Statistics Section
Chair(s): Jessi Cisewski, Yale University
52:	Medicare Risk Adjustment with Systematically Missing Data — Savannah Bergquist, Harvard University ; Tim Layton, Harvard Medical School ; Thomas G. McGuire, Harvard Medical School ; Sherri Rose, Harvard Medical School
53:	A Bayesian Approach for Instrumental Variable Analysis — Samrachana Adhikari, Harvard Medical School ; Sharon-Lise Normand, Harvard Medical School
54:	State Health Compare - Data Access Tool — Joanna Turner, University of Minnesota, SHADAC ; Xuyang Tang, University of Minnesota, SHADAC ; Brett Fried, University of Minnesota, SHADAC
55:	Evidence Collection and Evaluation on Acrolein Biomarkers in Urine Resulting from Exposure to Tobacco and Non-Tobacco Products — Juan Vivar, Food and Drug Administration, Center for Tobacco Products ; Qian Li, Food and Drug Administration ; Eric Backlund, Food and Drug Administration, Center for Tobacco Products ; Derick Rivers, Food and Drug Administration, Center for Tobacco Products
56:	Conceptualizing Ethics in Statistics as a System for Guiding Dual-Objective Decisions Involving Trust and Understanding — Thomas Belin, University of California, Los Angeles
57:	Air Quality and Lung Cancer: Analysis via Local Control — Mithun Kumar Acharjee, Lamar University ; Kumer Das, Lamar University ; S. Stanley Young, CGStat LLC

430	Wed, 8/2/2017, 7:00 AM - 8:15 AM	CC-Ballroom II
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
WL02:	From Estimates to Consequences: How Do We Make Results of Statistical Analyses Useful for Health Policy Decision Making? — Ruth Etzioni, Fred Hutchinson Cancer Research Center

438 * !	Wed, 8/2/2017, 8:30 AM - 10:20 AM	CC-308
Real-World Evidence in Clinical Trial: New Era of Informed Decision Making Session — Invited Papers
Biopharmaceutical Section , Health Policy Statistics Section , Society for Medical Decision Making , Section on Medical Devices and Diagnostics
Organizer(s): Satrajit Roychoudhury, Pfizer Inc
Chair(s): Margaret Gamalo-Siebers, Eli Lilly
8:35 AM	Real World Evidence to Support Accelerated Approval Processes — Sebastian Schneeweiss, Harvard Medical School ; Jessica Franklin, Harvard Medical School
9:00 AM	Assessing the impact of informative censoring on overall survival in a RWD source. — Bill Capra, Genentech Inc. ; Gillis Carrigan, Genentech Inc. ; Michael Taylor, Genentech Inc. ; Brandon Arnieri, Genentech Inc. ; Melissa Curtis, Flatiron Health ; Sandy Griffith, Flatiron Health ; Aracelis Torres, Flatiron Health ; Philip Hofmeister, Flatiron Health ; Anala Gossai, Flatiron Health ; Samuel Whipple, Genentech Inc ; Peter Lambert, Genentech Inc
9:25 AM	Statistical Design Considerations for Utilizing Real World Data in Premarket Evaluation of Medical Devices — Yunling Xu, CDRH/FDA ; Nelson Lu, CDRH/FDA ; Lilly Yue, Division of Biostatistics, CDRH/ U.S. FDA ; Ram Tiwari, FDA/CDRH
9:50 AM	Discussant: Douglas E Faries, Eli Lilly
10:15 AM	Floor Discussion

443 * !	Wed, 8/2/2017, 8:30 AM - 10:20 AM	CC-327
Adjustment for Social Risk Factors in Health Care Provider Performance Assessment — Invited Papers
Health Policy Statistics Section
Organizer(s): Susan M. Paddock, RAND Corporation
Chair(s): Susan M. Paddock, RAND Corporation
8:35 AM	Adjustment for Social Risk Factors in Health Care Provider Performance Assessment — Meredith B. Rosenthal, Harvard TH Chan School of Public Health
9:00 AM	Should Quality Ratings Be Adjusted for Effects of Patient Socioeconomic Characteristics? — Alan M. Zaslavsky, Harvard University Medical School
9:25 AM	Accounting for Socioeconomic Status in Medicare Payment Programs: ASPE's Work Under the IMPACT Act — Rachael B Zuckerman, HHS Office of the Assistant Secretary for Planning and Evaluation ; Karen E Joynt, Harvard T.H. Chan School of Public Health
9:50 AM	Validation and Application of the Medicare Bayesian Improved Surname Geocoding (MBISG) Version 2.0 — Marc N Elliott, RAND Corporation ; Amelia M Haviland, Carnegie Mellon University ; Ann Haas, RAND Corporation ; John L Adams, Kaiser Permanente ; Jacob W Dembosky, RAND Corporation ; Shondelle Wilson-Frederick, CMS Office of Minority Health ; Joshua Mallet, RAND Corporation ; Sarah Gaillot , Centers for Medicare & Medicaid Services ; Samuel C Haffer , Centers for Medicare & Medicaid Services
10:15 AM	Floor Discussion

494 * !	Wed, 8/2/2017, 10:30 AM - 12:20 PM	CC-311
Statistical Methodologies for Identifying, Modeling, and Managing Subpopulations at Risk — Topic Contributed Papers
Section on Statistics in Epidemiology , Health Policy Statistics Section , Section on Statistical Learning and Data Science
Organizer(s): howard burkom, Johns Hopkins University Applied Physics Laboratory
Chair(s): Suchi Saria, Johns Hopkins University
10:35 AM	Data Analysis Techniques for Large and Changing Populations — Jason Lee, Johns Hopkins University Applied Physics Laboratory
10:55 AM	Machine Learning Methods in the Statistical Prediction of Health Outcomes — William Padula, Johns Hopkins Bloomberg SPH
11:15 AM	A Comparison of Risk Adjustment Models Based on Traditional Statistical and Machine Learning Techniques — Hong Kan ; Hsien-Yen Chang, Johns Hopkins Bloomberg School of Public Health ; Hadi Kharrazi, Johns Hopkins Bloomberg School of Public Health
11:35 AM	Combining Multiple Sources of Public Health Surveillance Information with Analytic Methods — howard burkom, Johns Hopkins University Applied Physics Laboratory
11:55 AM	Discussant: Hadi Kharrazi, Center for Population Health IT, Johns Hopkins Bloomberg School of Public Health
12:15 PM	Floor Discussion

532	Wed, 8/2/2017, 12:30 PM - 1:50 PM	CC-301/302
Health Policy Statistics Section Speaker with Lunch (Added Fee) — Roundtables Speaker with Lunch
Health Policy Statistics Section
Organizer(s): Corwin Zigler, Harvard University
WL07:	The Role of Research and Evaluation in Health Policy Reform — Renee Mentnech, Centers for Medicare and Medicaid Services

564 * !	Wed, 8/2/2017, 2:00 PM - 3:50 PM	CC-347
Statistical Integrity of Health Services: Detecting Fraud and Improving Data Quality — Topic Contributed Papers
Health Policy Statistics Section , Government Statistics Section , Social Statistics Section
Organizer(s): Frank Yoon, IBM Watson Health
Chair(s): Frank Yoon, IBM Watson Health
2:05 PM	The Evolution of Fraud Detection Models — Brian Hochrein, IBM Watson Health
2:25 PM	Network Assortativity of Physicians Who Account for Extreme Amounts of Medicare Spending — James O'Malley, Geisel School of Medicine at Dartmouth ; Thomas Bubolz, Geisel School of Medicine at Dartmouth ; Jonathan Skinner, Geisel School of Medicine at Dartmouth
2:45 PM	Assessing the Size and Significance of Provider Variability in Payment Bundles — Peter Bouman, IBM
3:05 PM	Assessing Data Quality of EHR Outcomes: a Case Study from Clinical Oncology — Sandra Griffith, Flatiron Health ; Paul You , Flatiron Health ; Elizabeth Sweeney, Flatiron Health ; Geoff Calkins, Flatiron Health ; Amy Abernethy, Flatiron Health
3:25 PM	Discussant: Joseph Meko, State of Tennessee, Division of Health Care Finance & Administration
3:45 PM	Floor Discussion

593 * !	Thu, 8/3/2017, 8:30 AM - 10:20 AM	CC-328
Multiple Imputation for Complex Health Survey Data — Invited Papers
Government Statistics Section , Health Policy Statistics Section , Survey Research Methods Section
Organizer(s): Joseph Kang, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention
Chair(s): Yulei He, National Center for Health Statistics
8:35 AM	Enhancing the NHANES CMS Medicaid Linked Data with Multiple Imputation — Jennifer R Rammon, National Center for Health Statistics ; Jennifer Parker, National Center for Health Statistics ; Yulei He, National Center for Health Statistics
9:00 AM	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
9:25 AM	Gaussian-based routines for imputing categorical variables in complex data — Recai M. Yucel, SUNY-Albany
9:50 AM	Discussant: Nathaniel Schenker, Retired
10:15 AM	Floor Discussion

597 * !	Thu, 8/3/2017, 8:30 AM - 10:20 AM	CC-331/332
New Development for Causal Inference in Health Policy Statistics: A Bayesian Perspective — Invited Papers
Health Policy Statistics Section , Section on Bayesian Statistical Science
Organizer(s): Bo Lu, The Ohio State University
Chair(s): Bo Lu, The Ohio State University
8:35 AM	Mortality Rate Estimation and Standardization for Public Reporting: Medicare's Hospital Compare — Edward I. George, Wharton, University of Pennsylvania ; Veronika Rockova, University of Chicago ; Paul Rosenbaum, University of Pennsylvania ; Ville Satopaa, INSEAD ; Jeffrey Silber, University of Pennsylvania
9:00 AM	Does Hospice Reduce End-Of-Life Medical Costs? Evidence from a Bayesian Analysis — Fan Li, Duke University ; Jerry Reiter, Department of Statistical Science, Duke University ; David Klemish, Duke University ; Don Taylor, Duke University
9:25 AM	Estimating Heterogeneous Causal Effects: a Bayesian Nonparametric Approach — Xinyi Xu, Ohio State University ; Ling Wang, Ohio State University ; Bo Lu, The Ohio State University ; Steven MacEachern, The Ohio State University
9:50 AM	Discussant: Alan M. Zaslavsky, Harvard University Medical School
10:10 AM	Floor Discussion

606 * !	Thu, 8/3/2017, 8:30 AM - 10:20 AM	CC-337
Meta-Analysis Has Moved Beyond Its Original Niche as a Method to Provide a Summary of the Average Effect of an Intervention on an Outcome — Topic Contributed Papers
Section on Statistics in Epidemiology , Health Policy Statistics Section , Biometrics Section , Biopharmaceutical Section
Organizer(s): Christopher Schmid, Brown University
Chair(s): Thomas Trikalinos, Brown University
8:35 AM	Robust Network Meta-Analysis: a Confidence Distribution Approach — Dungang Liu, University of Cincinnati ; Guang Yang, Jet.com ; Minge Xie, Rutgers University
8:55 AM	A Robust Pseudolikelihood-Based Inference of Personalized Utility Functions Through Multiple Outcomes Network Meta-Analysis — Yong Chen, University of Pennsylvania ; Rui Duan, University of Pennsylvania
9:15 AM	Breaking the Myth of Breaking Randomization: a Causal Examination of Arm-Based Meta-Analysis — Russell Steele, McGill University ; Mireille Schnitzer, Université de Montréal ; Ian Shrier, Lady Davis Institute and McGill University
9:35 AM	Hierarchical Models for Combining N-Of-1 Trials — Youdan Wang
9:55 AM	Discussant: Christopher Schmid, Brown University
10:15 AM	Floor Discussion

610 * !	Thu, 8/3/2017, 8:30 AM - 10:20 AM	CC-330
CANCELLED: The Role of the Statistician in Advancing Translational Health Sciences Research — Topic Contributed Papers
Health Policy Statistics Section
9:15 AM	Floor Discussion

642 * !	Thu, 8/3/2017, 10:30 AM - 12:20 PM	CC-349
Data-Driven Modeling in Medical and Health Policy Decision Making — Invited Papers
Section on Statistics in Epidemiology , Health Policy Statistics Section , Biometrics Section , ENAR , Section on Medical Devices and Diagnostics
Organizer(s): Chenyang Gu, Harvard Medical School, Liangyuan Hu, Icahn School of Medicine at Mount Sinai
Chair(s): Chenyang Gu, Harvard Medical School
10:35 AM	Leveraging Flexible Modeling Techniques in Data-driven Analytics — Liangyuan Hu, Icahn School of Medicine at Mount Sinai ; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
11:00 AM	Analytic Approaches to Decision Support at the Policy and Patient Level: a Case Study in HIV Treatment Monitoring in Kenya — Tao Liu, Brown University, Dept of Biostatistics ; Joseph Hogan, Brown University, Dept of Biostatistics ; Rami Kantor , Brown Univeresity School of Medicine
11:25 AM	Multi-Arm Bayesian Designs for Clinical Trials — Lorenzo Trippa, Dana-Farber Cancer Institute, Harvard
11:50 AM	Optimizing Patient Selection for Chemoprevention Through Predictive Modeling — Xi Kathy K Zhou, Weill Cornell Medical College
12:15 PM	Floor Discussion

664	Thu, 8/3/2017, 10:30 AM - 12:20 PM	CC-330
Three Pillars of Successful Health Studies: Inclusion, Design, and Measurement — Contributed Papers
Health Policy Statistics Section , International Indian Statistical Association , Government Statistics Section
Chair(s): Ruth Etzioni, Fred Hutchinson Cancer Research Center
10:35 AM	Where and Who: Complex and Varying Definitions of Eligibility in a Longitudinal Study — Megan Stead, NORC ; Nicholas Davis, NORC ; Christopher Ward, NORC ; Cheryl L. Sharpless, CMS
10:50 AM	Evaluating Imaging Inclusion Criteria for Stroke Clinical Trials: Appropriate Enrichment Versus Cherry Picking — Robyn L Ball, Stanford University ; Bin Jiang, Stanford University ; Manisha Desai, Stanford University ; Max Wintermark, Stanford University
11:05 AM	Data Harmonization and Common Measure Construction in HIV Adherence Studies — Yan Wang, UCLA
11:20 AM	The Design of the School Physical Activity and Nutrition (SPAN) 2015-2016 Study — Adriana Perez, Univ of Texas At Houston Health Sci Ctr ; Nalini Ranjit, The University of Texas Health Science Center at Houston ; Ramah Leith, Title V-Maternal and Child Health Office ; Debra Saxton, Texas Department of State Health Services ; James Custer, Michael & Susan Dell Center for Healthy Living ; Deanna Hoelscher, The University of Texas Health Science Center at Houston
11:35 AM	Examining Agreement Between Responses to Independent Sets of Disability Measures: a Comparison of the American Community Survey and Washington Group Short Set Questions — James Dahlhamer, National Center for Health Statistics ; Julie Weeks, National Center for Health Statistics ; Jennifer Madans, National Center for Health Statistics
11:50 AM	Methods for Collecting State-Wide Prevalence of Bonded Labor in Tamil Nadu, India, Inside Worksites — Andrea Parks, International Justice Mission
12:05 PM	Floor Discussion

JSM 2017 Online Program

Activity Details

ASA Meetings Department

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