Legend:
CC = Vancouver Convention Centre
F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
Activity Details
16 * !
Sun, 7/29/2018,
2:00 PM -
3:50 PM
CC-West 118
Big Data Detectives: Improving Human Health Through Informing Policy — Invited Panel
Health Policy Statistics Section , Biopharmaceutical Section, Biometrics Section
Organizer(s): Sherri Rose, Harvard Medical School
Chair(s): Ani Eloyan, Brown University
2:05 PM
Big Data Detectives: Improving Human Health Through Informing Policy
Presentation 1
Presentation 2
Presentation 3
Presentation 4
Panelists:
Kristin Linn, University of Pennsylvania
Laura Hatfield, Harvard Medical School
Julian Wolfson, University of Minnesota
Sherri Rose, Harvard Medical School
3:40 PM
Floor Discussion
17 * !
Sun, 7/29/2018,
2:00 PM -
3:50 PM
CC-West 306
Dose Selection and PDUFA VI: Advancing the Model Based Drug Development in Regulatory Environment — Topic Contributed Papers
Biopharmaceutical Section , Society for Clinical Trials, Health Policy Statistics Section
Organizer(s): Satrajit Roychoudhury, Pfizer
Chair(s): Satrajit Roychoudhury, Pfizer
2:05 PM
MIDD: Perspectives and Possibilities
Presentation
Dionne Price, Food and Drug Administration
2:25 PM
Dosing Designs for Bayesian Emax Models
Presentation
Neal Thomas, Pfizer
2:45 PM
Dose Selection Using Nonlinear Mixed-Effect Model Averaging Approaches in Conjunction with Adaptive Optimal Design Techniques
Andrew Hooker, Uppsala Universitet
3:05 PM
Discussant: José Pinheiro, Janssen Research and Development
3:25 PM
Floor Discussion
51 * !
Sun, 7/29/2018,
4:00 PM -
5:50 PM
CC-West 214
EHR Data + X: Expanding the Reach of EHR Data Through Data Integration — Invited Papers
Biometrics Section , Health Policy Statistics Section, Section on Statistics in Epidemiology
Organizer(s): Yong Chen, University of Pennsylvania
Chair(s): Rui Duan, University of Pennsylvania
4:05 PM
Perils and Possibilities of EHR Data Linked to Population Disease Registries: The Example of Cancer Registry Linkage
Presentation
Rebecca Hubbard, University of Pennsylvania
4:30 PM
Integrating Observational Data with Prior Knowledge: Wikipedia-Informed Priors for Predicting Health Outcomes
Presentation
Martijn Jeroen Schuemie, Janssen R&D
4:55 PM
Methods to Utilize Longitudinal EHR and Address Data Connected to the Built Environment to Assess If Moving to a Different Environment Affects Health
Presentation
Jennifer Bobb, Kaiser Permanente Washington Health Research Institute ; Andrea J. Cook, Kaiser Permanente Washington Health Research Institute
5:20 PM
Risk Prediction Through Temporal Phenotyping and Incorporation of MedDRA Information
Presentation
Yong Chen, University of Pennsylvania ; Rui Duan, University of Pennsylvania
5:45 PM
Floor Discussion
59 * !
Sun, 7/29/2018,
4:00 PM -
5:50 PM
CC-East 9
Novel Population Model to Project the Health Impact of the Use of Tobacco Products in the United States — Topic Contributed Papers
Social Statistics Section , Health Policy Statistics Section
Organizer(s): Antonio Paredes, US Food and Drug Administration Center for Tobacco Products
Chair(s): Antonio Paredes, US Food and Drug Administration Center for Tobacco Products
4:05 PM
Modeling and Simulation Strategies in Tobacco Regulatory Science
George Rochester, FDA Center for Tobacco Products
4:25 PM
Case Study of Modeling and Simulation in Tobacco Regulation
Presentation
Esther Salazar, U.S. Food and Drug Administration
4:45 PM
A System Dynamics Model for Tobacco Research
Presentation
Minh Huynh, Impaq International, LLC ; Aaron Heuser, IMPAQ International, LLC; Chris Zhang, IMPAQ International LLC; Hautahi Kingi, IMPAQ International LLC; Antonio Paredes, US Food and Drug Administration Center for Tobacco Products; George Rochester, FDA Center for Tobacco Products
5:05 PM
Probabilistic Analysis of Modified Risk Tobacco Product Effects on Population Health
Presentation
Bill Poland, Certara ; Sylvain Larroque, JT International SA
5:25 PM
Models for Sensory Discrimination with Application to Tobacco Regulatory Science
Presentation
Ghideon Solomon, FDA ; George Rochester, FDA Center for Tobacco Products
5:45 PM
Floor Discussion
105 * !
Mon, 7/30/2018,
8:30 AM -
10:20 AM
CC-West 206/207
Novel Development of Matching Designs for Complex Observational Studies — Invited Papers
Section on Statistics in Epidemiology , Health Policy Statistics Section, Mental Health Statistics Section, Survey Research Methods Section
Organizer(s): Bo Lu, The Ohio State University
Chair(s): Dylan Small, University of Pennsylvania
8:35 AM
Building Representative Matched Samples in Large-Scale Observational Studies with Multivalued Treatments
Jose Zubizarreta, Harvard University
9:00 AM
Optimal Tradeoffs Between Generalized Design Goals in Multivariate Matching
Presentation
Samuel David Pimentel, University of California, Berkeley ; Rachel R. Kelz, University of Pennsylvania
9:25 AM
Poly-Matching for Observational Studies: A Comparative Trauma Care Study
Bo Lu, The Ohio State University
9:50 AM
Discussant: Paul Rosenbaum, University of Pennsylvania
10:15 AM
Floor Discussion
119
Mon, 7/30/2018,
8:30 AM -
10:20 AM
CC-West 213
SPEED: Government and Health Policy — Contributed Speed
Health Policy Statistics Section , Government Statistics Section, Section on Statistical Learning and Data Science, Section on Teaching of Statistics in the Health Sciences, Section for Statistical Programmers and Analysts
Chair(s): Mojca Bavdaz, University of Ljubljana
Poster Presentations
for this session.
8:35 AM
DataSifter: Statistical Obfuscation of Electronic Health Record and Other Sensitive Data Sets
Nina Zhou, University of Michigan ; Simeone Marino, Statistics Online Computational Resource, University of Michigan; Lu Wang, University of Michigan; Yiwang Zhou, University of Michigan; Ivo Dinov, Statistics Online Computational Resource, University of Michigan
8:40 AM
Deep Learning on Small Data - Experiences in Transfer Learning for Healthcare
Presentation
Dennis Murphree
8:45 AM
Doing More with Less - Eliminating the Long Survey Forms from the Occupational Employment Statistics Survey
Presentation
Carrie K. Jones, US Bureau of Labor Statistics
9:00 AM
Statistically Supporting Health Policy Decision-Making
Presentation
Frank Yoon, IBM Watson Health
9:05 AM
Intravenous Fluid Treatments for Ebola Patients: The Risk and the Reward
Presentation
Derrick Yam, Brown University ; Tao Liu, Brown University; Adam Levine, Brown University; Adam Aluisio, Brown University; Shiromi Peters, International Medical Corps; Suzanne Averill, International Medical Corps; Stephen Kennedy, Ministry of Health, Liberia; Fodey Sahr, Sierra Leone Ministry of Defence; Jillian Peters, Brown University; Daniel Cho, Brown University
9:10 AM
Comparison of Methods for Predicting High-Cost Patients Captured Within the Oncology Care Model (OCM): a Simulation Study
Presentation 1
Presentation 2
Jung-Yi Lin, Icahn School of Medicine at Mount Sinai ; Wei Zhang, UALR; Mark Liu, Mount Sinai Health System; Mark Sanderson, Mount Sinai Health System; Luis Isola, Mount Sinai Health System; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai; Liangyuan Hu, Icahn School of Medicine at Mount Sinai
9:15 AM
Intervening on the Data to Improve the Performance of Health Plan Payment Methods
Presentation
Savannah Bergquist, Harvard University ; Tim Layton, Harvard Medical School; Tom McGuire, Harvard Medical School; Sherri Rose, Harvard Medical School
9:20 AM
Developing and Evaluating Methods for Estimating Race/Ethnicity in an Incomplete Dataset Using Address, Surname and Family Race
Presentation
Gabriella Christine Silva, Brown University ; Roee Gutman, Brown University
9:30 AM
Can Post-Stratification Weighting Eliminate the Need for Additional Weights Adjustments?
Chrishelle Lawrence, U.S. Energy Information Administration
9:35 AM
Open Data Sharing and Its Statistical Limitations
Presentation
Pooja Iyer, RTI International ; Barbara Do, RTI International
9:40 AM
Predictors of Hospitalization During a Medicare Skilled Nursing Facility Stay
Presentation
Fei Han, The Hilltop Institute ; Ian Stockwell, The Hilltop Institute
9:45 AM
Comparison of Treatment Policies Using Bayesian Nonparametric G-Formula
Presentation
Yizhen Xu, Brown University ; Tao Liu, Brown University; Rami Kantor, Brown University; Joseph W Hogan, Brown University School of Public Health
9:50 AM
Optimal Matching Approaches in Health Policy Evaluations Under Rolling Enrollment
Presentation
Jonathan Gellar, Mathematica Policy Research ; Jiaqi Li, Mathematica Policy Research; Lauren Vollmer, Mathematica Policy Research
9:55 AM
Assessing Health Care Interventions via an Interrupted Time Series Model: Study Power and Design Considerations
Presentation
Maricela Cruz, University of California, Irvine ; Miriam Bender, University of California, Irvine; Daniel L. Gillen, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology
10:00 AM
Absence of Evidence Is Not Evidence of Absence: a Better Parallel Trends Test
Presentation
Alyssa Bilinski, Harvard Graduate School of Arts and Sciences ; Laura Hatfield, Harvard Medical School
10:05 AM
New Applications of Machine Learning to Estimating Large Physician Demand Models
Presentation
Bryan Sayer, Social & Scientific Systems, Inc. ; William Encinosa, Agency for Health Care Quality and Research
10:10 AM
On Utilizing Published Prevalence Estimates to Perform Difference-In-Difference Tests: Testing the Impact of Recreational Marijuana Laws
Presentation
Christine Mauro, Columbia University ; Chen Chen, New York State Psychiatric Institute; Silvia Martins, Columbia University; Magda Cerdá, University of California, Davis; Melanie M. Wall, Columbia University
10:15 AM
Community Detection with Dependent Connectivity
Yubai Yuan, University of Illinois at Urbana-Champaign ; Annie Qu, University of Illinois at Urbana-Champaign
124
Mon, 7/30/2018,
8:30 AM -
10:20 AM
CC-East 17
Causal Inference and Observational Health Policy Studies — Contributed Papers
Health Policy Statistics Section
Chair(s): Danielle Braun, Harvard T. H. Chan School of Public Health
8:35 AM
Non-Parametric Bayesian Methods for Causal Inference with Multiple Treatments
Michael Lopez , Skidmore College ; Liangyuan Hu, Icahn School of Medicine at Mount Sinai; Chenyang Gu, Harvard Medical School
8:50 AM
Making Optimal Matching Size-Scalable Using Optimal Calipers
Presentation
Ruoqi Yu, University of Pennsylvania ; Paul Rosenbaum, University of Pennsylvania
9:05 AM
Propensity Score Analysis for Subgroup Effects with Correlated Covariates
Presentation
Shan-Yu Liu, UCSF ; Bo Lu, The Ohio State University; Chunyan Liu, CCHMC; Edward Nehus, CCHMC; Maurizio Macaluso, CCHMC; Mi-Ok Kim, University of California San Francisco
9:20 AM
Variance of Treatment Effect, an Important Yet Difficult Parameter
Presentation
Jonathan Levy, UC Berkeley
9:35 AM
Instrumental Variable Methods for Comparing Cancer Survival Outcomes
Presentation
Fei Wan, University of Arkansas for Medical Sciences ; Dylan Small, University of Pennsylvania; Nandita Mitra, University of Pennsylvania
9:50 AM
Improved Air Quality Saved Lives: a Mediation on Fine Particulate Matters
Geoffrey Peterson, U. S. Environmental Protection Agency
10:05 AM
Floor Discussion
138 * !
Mon, 7/30/2018,
10:30 AM -
12:20 PM
CC-West 214
Statistical Methods for Electronic Healthcare Data — Invited Papers
ENAR , Health Policy Statistics Section, Biometrics Section, SSC
Organizer(s): Eric Laber, North Carlina State University; Yingqi Zhao, Fred Hutchinson Cancer Research Center
Chair(s): Eric Laber, North Carlina State University
10:35 AM
Reinforced Risk Prediction with Budget Constraint: Application to Electronic Health Records Data
Yinghao Pan, Fred Hutchinson Cancer Research Center; Eric Laber, North Carlina State University; Maureen Smith, University of Wisconsin-Madison; Yingqi Zhao, Fred Hutchinson Cancer Research Center
11:00 AM
Statistical Methods for Handling Missing Data in Distributed Health Data Networks
Yi Deng, Google Inc.; Xiaoqian Jiang, University of California, San Diego; Qi Long, University of Pennsylvania
11:25 AM
Robust Bayesian Variable Selection for Modeling Mean Medical Costs
Presentation
Lei Liu, Washington University in St Louis ; Grace Yoon, Texas A&M University; Wenxin Jiang, Northwestern University; Tina Shih, MD Anderson Cancer Center
11:50 AM
Reconciling disease progression risks across multiple clinical cohorts
Jane Lange, Fred Hutchinson Cancer Research Center; Lurdes Inoue, University of Washington; Ruth Etzioni, Fred Hutchinson Cancer Research Center
12:15 PM
Floor Discussion
161 * !
Mon, 7/30/2018,
10:30 AM -
12:20 PM
CC-East 10
Practical and Methodological Issues Related to Profiling Hospitals in the United States — Topic Contributed Papers
Health Policy Statistics Section
Organizer(s): Jessica Lavery, Memorial Sloan Kettering Cancer Center
Chair(s): Jessica Lavery, Memorial Sloan Kettering Cancer Center
10:35 AM
The COPSS White Paper Committee Report on Statistical Issues in Assessing Hospital Performance
Arlene Ash, University of Massachusetts Medical School
10:55 AM
Methods of Monitoring Outcomes of Medical Providers
John Kalbfleisch, University of Michigan ; Zhi He, University of Michigan; Lu Xia, University of Michigan; Yanming Li, University of Michigan
11:15 AM
Adjusting Quality Rankings for Patient Socioeconomic Characteristics
Presentation
Alan Zaslavsky, Harvard University Medical School
11:35 AM
Discussant: Kathy Panageas, Memorial Sloan Kettering Cancer Center
11:55 AM
Floor Discussion
163
Mon, 7/30/2018,
10:30 AM -
12:20 PM
CC-West 212
SPEED: Longitudinal/Correlated Data — Contributed Speed
Biometrics Section , Health Policy Statistics Section, Section on Statistics in Epidemiology, ENAR
Chair(s): Jonathan Gelfond, University of Texas Health San Antonio
Poster Presentations
for this session.
10:35 AM
Effect of Longitudinal Intracranial Pressure on Ordinal Glasgow Outcome Scale Using a Joint Model Approach
Maria Laura Rubin, The University of Texas MD Anderson Cancer Center ; Wenyaw Chan, University of Texas Health Science Center at Houston; Jose-Miguel Yamal, The University of Texas Health Science Center at Houston; Claudia Sue Robertson, Baylor College of Medicine
10:40 AM
Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Presentation
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme ; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
10:45 AM
Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Presentation
Ting-Yu Chen, The University of Texas Health Science Center at Houston ; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
10:50 AM
Horizontal and Vertical Effects in a Logistic Regression Model
Presentation
Diana Gonzalez, Arizona State University
10:55 AM
An R2 Statistic for Covariance Model Selection in the Linear Mixed Model
Presentation
Byron Jaeger, University of Alabama at Birmingham ; Lloyd Edwards, University of Alabama at Birmingham; Matthew Gurka, University of Florida
11:00 AM
Using Multitrajectory Modeling in Latent Class Growth Analysis to Identify Multi-Symptom Trajectories Over Time
Presentation
Wei Pan, Duke University ; Mary C Hooke, University of Minnesota School of Nursing; Cheryl Rodgers, Duke University School of Nursing; Marilyn Hockenberry, Duke University School of Nursing
11:10 AM
A Novel Robust Approach for Analysis of Longitudinal Data
Presentation
Yuexia Zhang, Fudan University ; Guoyou Qin, Fudan University; Zhongyi Zhu, Fudan University
11:15 AM
Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Presentation
Meng Ru, Icahn School of Medicine at Mount Sinai ; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
11:20 AM
Sampling Studies for Longitudinal Functional Data Analysis
Presentation 1
Presentation 2
Toni Jassel ; Andrada E Ivanescu, Montclair State University
11:30 AM
Power and Sample Size Requirements for GEE Analyzes of Cluster Randomized Crossover Trials
Presentation
Fan Li, Duke Univeristy ; Andrew Forbes, Monash University; Elizabeth L. Turner, Duke Global Health Institutes; John S. Preisser, University of North Carolina at Chapel Hill
11:35 AM
Evaluating Quantile Estimation Methods for Setting Normal Values for Longitudinal Measures
Presentation
Jeffrey Slezak, Kaiser Permanente ; Steven J Jacobsen, Kaiser Permanente; Stephanie Reading, Kaiser Permanente
11:40 AM
Survival Analysis Using Intensive Longitudinal Data and Irregular Moments of Reporting
Trent Lalonde, Applied Statistics Program, University of Northern Colorado ; Kristina T Phillips, University of Northern Colorado; Michael M Phillips, University of Northern Colorado
11:45 AM
Coherence-Based Time Series Clustering for Brain Connectivity Visualization
Presentation
Carolina Euan Campos, KAUST ; Ying Sun, KAUST; Hernando Ombao, King Abdullah University of Science and Technology
11:50 AM
Interrupted Time Series Analysis to Evaluate the Effect of a Multicenter Collaborative Effort to Improve Care for Adult Intensive Care Patients
Presentation
Alai Tan, Ohio State University College of Nursing ; Michele C. Balas, Ohio State University College of Nursing
11:55 AM
A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Presentation
Lance Ford, University of Oklahoma Health Sciences Center ; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
12:00 PM
Unified Mediation Analysis Approach to Complex Data of Mixed Types via Copula Models
Presentation
Wei Hao, University of Michigan ; Peter X.-K. Song, University of Michigan
12:05 PM
Vine Copula Models for Family Data Analysis
Yihao Deng, Purdue University Fort Wayne ; N. Rao Chaganty, Old Dominion University
12:10 PM
The Implementation of Moderated T-Tests in Linear Mixed-Effects Models
Lianbo Yu, Ohio State University ; Jianying Zhang, Ohio State University; Guy Brock, Ohio State University College of Medicine; Soledad Fernandez, The Ohio State University
197
Mon, 7/30/2018,
10:30 AM -
11:15 AM
CC-West Hall B
SPEED: Government and Health Policy — Contributed Poster Presentations
Health Policy Statistics Section , Government Statistics Section, Section on Statistical Learning and Data Science, Section on Teaching of Statistics in the Health Sciences, Section for Statistical Programmers and Analysts
Chair(s): Paul McNicholas, McMaster University
Oral Presentations
for this session.
21:
DataSifter: Statistical Obfuscation of Electronic Health Record and Other Sensitive Data Sets
Nina Zhou, University of Michigan ; Simeone Marino, Statistics Online Computational Resource, University of Michigan; Lu Wang, University of Michigan; Yiwang Zhou, University of Michigan; Ivo Dinov, Statistics Online Computational Resource, University of Michigan
22:
Deep Learning on Small Data - Experiences in Transfer Learning for Healthcare
Dennis Murphree
23:
Doing More with Less - Eliminating the Long Survey Forms from the Occupational Employment Statistics Survey
Carrie K. Jones, US Bureau of Labor Statistics
26:
Statistically Supporting Health Policy Decision-Making
Frank Yoon, IBM Watson Health
27:
Intravenous Fluid Treatments for Ebola Patients: The Risk and the Reward
Derrick Yam, Brown University ; Tao Liu, Brown University; Adam Levine, Brown University; Adam Aluisio, Brown University; Shiromi Peters, International Medical Corps; Suzanne Averill, International Medical Corps; Stephen Kennedy, Ministry of Health, Liberia; Fodey Sahr, Sierra Leone Ministry of Defence; Jillian Peters, Brown University; Daniel Cho, Brown University
28:
Comparison of Methods for Predicting High-Cost Patients Captured Within the Oncology Care Model (OCM): a Simulation Study
Jung-Yi Lin, Icahn School of Medicine at Mount Sinai ; Wei Zhang, UALR; Mark Liu, Mount Sinai Health System; Mark Sanderson, Mount Sinai Health System; Luis Isola, Mount Sinai Health System; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai; Liangyuan Hu, Icahn School of Medicine at Mount Sinai
29:
Intervening on the Data to Improve the Performance of Health Plan Payment Methods
Savannah Bergquist, Harvard University ; Tim Layton, Harvard Medical School; Tom McGuire, Harvard Medical School; Sherri Rose, Harvard Medical School
30:
Developing and Evaluating Methods for Estimating Race/Ethnicity in an Incomplete Dataset Using Address, Surname and Family Race
Gabriella Christine Silva, Brown University ; Roee Gutman, Brown University
31:
Can Post-Stratification Weighting Eliminate the Need for Additional Weights Adjustments?
Chrishelle Lawrence, U.S. Energy Information Administration
32:
Open Data Sharing and Its Statistical Limitations
Pooja Iyer, RTI International ; Barbara Do, RTI International
33:
Predictors of Hospitalization During a Medicare Skilled Nursing Facility Stay
Fei Han, The Hilltop Institute ; Ian Stockwell, The Hilltop Institute
34:
Comparison of Treatment Policies Using Bayesian Nonparametric G-Formula
Yizhen Xu, Brown University ; Tao Liu, Brown University; Rami Kantor, Brown University; Joseph W Hogan, Brown University School of Public Health
35:
Optimal Matching Approaches in Health Policy Evaluations Under Rolling Enrollment
Jonathan Gellar, Mathematica Policy Research ; Jiaqi Li, Mathematica Policy Research; Lauren Vollmer, Mathematica Policy Research
36:
Assessing Health Care Interventions via an Interrupted Time Series Model: Study Power and Design Considerations
Maricela Cruz, University of California, Irvine ; Miriam Bender, University of California, Irvine; Daniel L. Gillen, University of California, Irvine; Hernando Ombao, King Abdullah University of Science and Technology
37:
Absence of Evidence Is Not Evidence of Absence: a Better Parallel Trends Test
Alyssa Bilinski, Harvard Graduate School of Arts and Sciences ; Laura Hatfield, Harvard Medical School
38:
New Applications of Machine Learning to Estimating Large Physician Demand Models
Bryan Sayer, Social & Scientific Systems, Inc. ; William Encinosa, Agency for Health Care Quality and Research
39:
On Utilizing Published Prevalence Estimates to Perform Difference-In-Difference Tests: Testing the Impact of Recreational Marijuana Laws
Christine Mauro, Columbia University ; Chen Chen, New York State Psychiatric Institute; Silvia Martins, Columbia University; Magda Cerdá, University of California, Davis; Melanie M. Wall, Columbia University
40:
Community Detection with Dependent Connectivity
Yubai Yuan, University of Illinois at Urbana-Champaign ; Annie Qu, University of Illinois at Urbana-Champaign
Oral Presentations
for this session.
220 * !
Mon, 7/30/2018,
2:00 PM -
3:50 PM
CC-East 17
What Does it Mean to Work on Health Policy? — Invited Papers
Health Policy Statistics Section , Council of Chapters, Committee on Career Development
Organizer(s): Layla Parast, RAND
Chair(s): Layla Parast, RAND
2:05 PM
Improving Our Understanding of Dynamic Group-Based Interventions for Treating Depression and Substance Use Disorders
Susan M Paddock, RAND Corporation ; Bing Han, RAND Corporation; Lane Burgette, RAND Corporation
2:30 PM
Assessing the Impact of Health Policy Changes in Primary Care
Presentation
Miguel Marino, OHSU-PSU School of Public Health, Biostatistics Group
2:55 PM
Discussant: Ruth Etzioni, Fred Hutchinson Cancer Research Center
3:20 PM
Floor Discussion
257
Mon, 7/30/2018,
2:00 PM -
2:45 PM
CC-West Hall B
SPEED: Longitudinal/Correlated Data — Contributed Poster Presentations
Biometrics Section , Health Policy Statistics Section, Section on Statistics in Epidemiology, ENAR
Chair(s): Paul McNicholas, McMaster University
Oral Presentations
for this session.
1:
Effect of Longitudinal Intracranial Pressure on Ordinal Glasgow Outcome Scale Using a Joint Model Approach
Maria Laura Rubin, The University of Texas MD Anderson Cancer Center ; Wenyaw Chan, University of Texas Health Science Center at Houston; Jose-Miguel Yamal, The University of Texas Health Science Center at Houston; Claudia Sue Robertson, Baylor College of Medicine
2:
Mixed Latent Markov Models for Longitudinal Multiple Diagnostics Data with an Application to Salmonella in Malawi
Marc Henrion, Malawi Liverpool Wellcome Trust Clinical Research Programme ; Angeziwa Chirambo, Malawi Liverpool Wellcome Trust Clinical Research Programme; Tonney C. Nyirenda, College of Medicine; Melita Gordon, Malawi Liverpool Wellcome Trust Clinical Research Programme
3:
Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Ting-Yu Chen, The University of Texas Health Science Center at Houston ; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
4:
Horizontal and Vertical Effects in a Logistic Regression Model
Diana Gonzalez, Arizona State University
5:
An R2 Statistic for Covariance Model Selection in the Linear Mixed Model
Byron Jaeger, University of Alabama at Birmingham ; Lloyd Edwards, University of Alabama at Birmingham; Matthew Gurka, University of Florida
6:
Using Multitrajectory Modeling in Latent Class Growth Analysis to Identify Multi-Symptom Trajectories Over Time
Wei Pan, Duke University ; Mary C Hooke, University of Minnesota School of Nursing; Cheryl Rodgers, Duke University School of Nursing; Marilyn Hockenberry, Duke University School of Nursing
8:
A Novel Robust Approach for Analysis of Longitudinal Data
Yuexia Zhang, Fudan University ; Guoyou Qin, Fudan University; Zhongyi Zhu, Fudan University
9:
Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Meng Ru, Icahn School of Medicine at Mount Sinai ; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
10:
Sampling Studies for Longitudinal Functional Data Analysis
Toni Jassel ; Andrada E Ivanescu, Montclair State University
11:
Power and Sample Size Requirements for GEE Analyzes of Cluster Randomized Crossover Trials
Fan Li, Duke Univeristy ; Andrew Forbes, Monash University; Elizabeth L. Turner, Duke Global Health Institutes; John S. Preisser, University of North Carolina at Chapel Hill
12:
Evaluating Quantile Estimation Methods for Setting Normal Values for Longitudinal Measures
Jeffrey Slezak, Kaiser Permanente ; Steven J Jacobsen, Kaiser Permanente; Stephanie Reading, Kaiser Permanente
13:
Survival Analysis Using Intensive Longitudinal Data and Irregular Moments of Reporting
Trent Lalonde, Applied Statistics Program, University of Northern Colorado ; Kristina T Phillips, University of Northern Colorado; Michael M Phillips, University of Northern Colorado
14:
Coherence-Based Time Series Clustering for Brain Connectivity Visualization
Carolina Euan Campos, KAUST ; Ying Sun, KAUST; Hernando Ombao, King Abdullah University of Science and Technology
15:
Interrupted Time Series Analysis to Evaluate the Effect of a Multicenter Collaborative Effort to Improve Care for Adult Intensive Care Patients
Alai Tan, Ohio State University College of Nursing ; Michele C. Balas, Ohio State University College of Nursing
16:
A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Lance Ford, University of Oklahoma Health Sciences Center ; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
17:
Unified Mediation Analysis Approach to Complex Data of Mixed Types via Copula Models
Wei Hao, University of Michigan ; Peter X.-K. Song, University of Michigan
18:
Vine Copula Models for Family Data Analysis
Yihao Deng, Purdue University Fort Wayne ; N. Rao Chaganty, Old Dominion University
19:
The Implementation of Moderated T-Tests in Linear Mixed-Effects Models
Lianbo Yu, Ohio State University ; Jianying Zhang, Ohio State University; Guy Brock, Ohio State University College of Medicine; Soledad Fernandez, The Ohio State University
Oral Presentations
for this session.
264
Tue, 7/31/2018,
7:00 AM -
8:15 AM
CC-West Ballroom D
Health Policy Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Health Policy Statistics Section
Organizer(s): Roee Gutman, Brown University
TL03:
Completion Rates and Considerations for Analyses of Patient-Reported Outcomes in Open-Label Cancer Trials: FDA Review of Trials, 2007 - 2017
Jessica K. Roydhouse, Office of Hematology and Oncology Products, US Food and Drug Administration ; Mallorie H. Fiero, Office of Biostatistics, US Food and Drug Administration; Bellinda King-Kallimanis, Office of Hematology and Oncology Products, US Food and Drug Administration; Paul G. Kluetz, Oncology Center of Excellence, US Food and Drug Administration
303 *
Tue, 7/31/2018,
8:30 AM -
10:20 AM
CC-West 115
Patient-Centered Outcomes, Patient Preferences, and Patient Reports — Contributed Papers
Health Policy Statistics Section
Chair(s): David Michael Vock, University of Minnesota
8:35 AM
Personalization Through Uplift Modeling: Techniques and Business Applications
Victor Lo, Fidelity Investments
8:50 AM
A Comprehensive Germ Cell Tumor Data Commons and Its Application in Risk Classification Model Validation
Presentation
Bo Ci ; Yang Xie, University of Texas Southwestern Medical Center ; Lindsay Frazier, Dana-Farber Cancer Institute; Matthew Murray, Cambridge University Hospitals; James Amatruda, University of Texas Southwestern Medical Center; Mark Krailo, University of Southern California; Samuel Volchenboum, University of Chicago; Bo Yao, University of Texas Southwestern Medical Center; Caihong Xia, Children's Oncology Group; Lin Xu, University of Texas Southwestern Medical Center; Danni Luo, University of Texas Southwestern Medical Center; Shin-Yi Lin, University of Texas Southwestern Medical Center
9:05 AM
Experimental Design Issues in Choice Based Conjoint Applied to Patient Choice in Healthcare
Presentation
Pallavi Chitturi, Temple University ; Alexandra Carides, Temple University
9:20 AM
Patient Satisfaction with Health Care and Its Association with Health Care Utilization Among Patients with Rheumatoid Arthritis (RA)
Presentation
Chenghui Li ; Nasim A Khan, University of Arkansas for Medical Sciences
9:35 AM
How Much Is Too Much: Impact of Missing Data Rates in Patient Reported Outcomes Research
Katie L Kunze, Mayo Clinic ; Paul J. Novotny, Mayo Clinic; Jeff A. Sloan, Mayo Clinic; Blake T. Langlais, Mayo Clinic; Amylou C. Dueck, Mayo Clinic
9:50 AM
The Center for Biologics (CBER) Experience with Patient-Reported Outcomes (PROs) in Rare Diseases
Hussein Ezzeldin, The U.S. Food and Drug Administration ; Megan Moncur, The U.S. Food and Drug Administration; Yuqun Abigail Luo, The U.S. Food and Drug Administration; Telba Irony, The U.S. Food and Drug Administration
10:05 AM
Floor Discussion
325 * !
Tue, 7/31/2018,
10:30 AM -
12:20 PM
CC-West 110
Bayesian Methods for Policy Research — Invited Papers
Health Policy Statistics Section , Statistics and Public Policy, Section on Bayesian Statistical Science
Organizer(s): Jonathan Gellar, Mathematica Policy Research
Chair(s): Jonathan Gellar, Mathematica Policy Research
10:35 AM
A Retrospective Control Study of the Millennium Villages Project
Shira Mitchell, Mathematica Policy Research ; Andrew Gelman, Columbia University; Jeffrey Sachs, Columbia University; Avi Feller, UC Berkeley; Elizabeth A Stuart, Johns Hopkins Bloomberg School of Public Health; Alan Zaslavsky, Harvard University Medical School
10:55 AM
Uncertainty in the Design Stage of Observational Studies
Presentation
Matthew Cefalu, RAND Corporation ; Corwin Zigler, Harvard T.H. Chan School of Public Health
11:15 AM
Evaluating Power Plant Regulations with Methods for Causal Inference on Bipartite Networks with Interference
Presentation
Fabrizia Mealli, University of Florence ; Corwin Zigler, Harvard T.H. Chan School of Public Health; Laura Forastiere, University of Florence
11:35 AM
Plausible Priors Precede Persuasive Posteriors
Mariel Finucane, Mathematica Policy Research
11:55 AM
Discussant: Jennifer L Hill, New York University
12:15 PM
Floor Discussion
383 * !
Tue, 7/31/2018,
2:00 PM -
3:50 PM
CC-West 109
New Developments in Sensitivity Analysis for Unmeasured Confounding — Invited Papers
Section on Statistics in Epidemiology , ENAR, Health Policy Statistics Section
Organizer(s): Liangyuan Hu, Icahn School of Medicine at Mount Sinai
Chair(s): Chenyang Gu, Harvard Medical School
2:05 PM
Sensitivity Analysis in Multilevel Models
Presentation
Nicole Bohme Carnegie, Montana State University ; Jennifer L Hill, New York University; Masataka Harada, Fukuoka University; Vincent Dorie, New York University
2:30 PM
Assessing Sensitivity to Unmeasured Confounding with Multiple Treatments and a Binary or Survival Outcome: A Bayesian Approach
Presentation
Liangyuan Hu, Icahn School of Medicine at Mount Sinai ; Chenyang Gu, Harvard Medical School; Michael Lopez , Skidmore College
2:55 PM
A Comparison of Bayesian and Monte Carlo Sensitivity Analysis for Unmeasured Confounding
Presentation
Lawrence McCandless, Simon Fraser University ; Paul Gustafson, University of British Columbia
3:20 PM
Causal Inference Using a Bayesian Nonparametric Model with Informative Priors on Sensitivity Parameters
Presentation
Jason Roy, University of Pennsylvania
3:45 PM
Floor Discussion
402 *
Tue, 7/31/2018,
2:00 PM -
3:50 PM
CC-West 204
HPSS Student Paper Competition Winners: Statistics Advancing Policy — Topic Contributed Papers
Health Policy Statistics Section
Organizer(s): Roee Gutman, Brown University
Chair(s): Roee Gutman, Brown University
2:05 PM
The Role of Body Mass Index at Diagnosis on Black-White Disparities in Colorectal Cancer Survival: a Density Regression Mediation Approach
Presentation
Katrina Devick, Harvard TH Chan School of Public Health ; Linda Valeri, McLean Hospital, Harvard Medical School; Jarvis Chen, Harvard TH Chan School of Public Health; Alejandro Jara, Pontificia Universidad Catolica de Chile; Marie-Abele Bind, Harvard University; Brent A. Coull, Harvard TH Chan School of Public Health
2:25 PM
Bayesian Record Linkage Under Limited Linking Information
Mingyang Shan, Brown University ; Roee Gutman, Brown University; Kali Thomas, Brown University
2:45 PM
A Stochastic Second-Order Generalized Estimating Equations Approach for Estimating Association Parameters Under Informative Missingness
Presentation
Tom Chen ; Eric Tchetgen Tchetgen, Harvard University; Rui Wang, Harvard Pilgrim HealthCare Institute
3:05 PM
Correcting for Exposure Misclassification in Meta-Analysis: a Bayesian Approach
Qinshu Lian, University of Minnesota ; James S. Hodges, University of Minnesota; Richard Maclehose, University of Minnesota; Haitao Chu, University of Minnesota Twin Cities
3:25 PM
A Bayesian Hierarchical Model Estimating CACE in Meta-Analysis of Randomized Clinical Trials with Noncompliance
Presentation
Jincheng Zhou, University of Minnesota ; Haitao Chu, University of Minnesota Twin Cities; James S. Hodges, University of Minnesota; M. Fareed  Khan Suri, University of Minnesota
3:45 PM
Floor Discussion
428
Tue, 7/31/2018,
2:00 PM -
3:50 PM
CC-West Hall B
Contributed Poster Presentations: Health Policy Statistics Section — Contributed Poster Presentations
Health Policy Statistics Section
Chair(s): Paul McNicholas, McMaster University
55:
Effect of State-Level Policies That Ban Health Insurance Discrimination on the Basis of Gender Identity
Alex McDowell, Harvard Medical School / Cambridge Health Alliance ; Adrianna McIntyre, Harvard University; Sherri Rose, Harvard Medical School
56:
Optimal Sample Size for Cluster Randomized Trials: a Simulation-Based Search Algorithm
Ruoshui Zhai, Brown University ; Roee Gutman, Brown University
57:
Index of Local Sensitivity to Non-Ignorability for Longitudinal Data with Non-Monotone Missingness
Chengbo Yuan, University of Illinois at Chicago ; Donald Hedeker, University of Chicago; Robin Mermelstein, University of Illinois at Chicago; Hui Xie, SPH,University of Illinois at Chicago and Faculty of Simon Fraser University
58:
Analyzing the Effect of the Great Recession (2007-2009) on Changes in Health
Luke Francisco ; Elliot Friedman, Purdue University; Ryan Murphy, Purdue University; Lei Nie, Purdue University
59:
Modeling Approaches for Comparing Trends in HIV Testing in Two National Health Surveys
Christopher Johnson, CDC/NCHHSTP ; Deesha Patel, Centers for Disease Control and Prevention; Amy L. Krueger, Centers for Disease Control and Prevention; Barbara J. Maciak, Centers for Disease Control and Prevention
60:
Mortality Disparity Analytics in Rural Health: a Trend and Graphical Analysis
Erin Tanenbaum, NORC at the University of Chicago ; Alana Knudson, NORC Walsh Center for Rural Health Analysis; Devi Chelluri, NORC at the University of Chicago; Michael Meit, NORC Walsh Center for Rural Health Analysis
458 * !
Wed, 8/1/2018,
8:30 AM -
10:20 AM
CC-West 211
Small Data and N-Of-1 Trials: Developing Personalized Biostatistics for Personalized Medicine and Individualized Health Care Delivery — Invited Panel
Mental Health Statistics Section , Health Policy Statistics Section, Biometrics Section
Organizer(s): Naihua Duan, Columbia University; Richard L. Kravitz, University of California Davis
Chair(s): Naihua Duan, Columbia University
8:35 AM
Small Data and N-of-1 Trials: Developing Personalized Biostatistics for Personalized Medicine and Individualized Health Care Delivery
Presentation 1
Presentation 2
Panelists:
Christopher Schmid, Brown University
Deborah Estrin , Cornell Tech
Ying Kuen Ken Cheung, Columbia University
Mark Drangsholt, University of Washington
Richard L. Kravitz, University of California Davis
Xiao-Li Meng, Harvard University
10:10 AM
Floor Discussion
473 * !
Wed, 8/1/2018,
8:30 AM -
10:20 AM
CC-West 214
Advances in Measuring Health Care Quality and Disparities — Topic Contributed Papers
Health Policy Statistics Section
Organizer(s): Amelia M Haviland, Carnegie Mellon University - Heinz College
Chair(s): David Choi, Carnegie Mellon University
8:35 AM
Using Ancillary Sociodemographics to Estimate Probabilities That Potentially Ambiguous Responses to Sexual Orientation Survey Items Were Intended to Indicate Sexual Minority Status
Presentation
Marc Elliott, RAND
8:55 AM
Mortality Prediction with Multiple Unordered Treatments for Aortic Valve Replacement
Presentation
Samrachana Adhikari, Harvard Medical School; Sherri Rose, Harvard Medical School; Sharon-Lise Normand, Harvard University; Jordan Bloom, Harvard Medical School; David Shahian, Harvard Medical School; Jake Spertus, Harvard Medical School
9:15 AM
Effect of Affiliation with a Health System on the Performance of Critical Access Hospitals
Maria DeYoreo, RAND Corporation
9:35 AM
Measuring Latent Quality of Medical Groups Using IRT Models Accounting for Missing Data: Can We Get Reliable Estimates of Quality After All?
Presentation
Amelia M Haviland, Carnegie Mellon University - Heinz College ; Denis Agniel, RAND Corporation; Cheryl Damberg, RAND Corporation; Paul Shekelle, RAND Corporation
9:55 AM
Discussant: John L. Adams, Kaiser Permanente - Research
10:15 AM
Floor Discussion
491 * !
Wed, 8/1/2018,
10:30 AM -
12:20 PM
CC-West 213
Causal Inference Within Reach: Pragmatic Approaches to Model Construction and Validation — Invited Papers
Health Policy Statistics Section , Social Statistics Section, Biometrics Section, Mental Health Statistics Section
Organizer(s): Booil Jo, Stanford University
Chair(s): Elizabeth A Stuart, Johns Hopkins Bloomberg School of Public Health
10:35 AM
Matching Methods for Causal Inference with Time-Series Cross-Section Data
Presentation
Kosuke Imai, Princeton University ; Erik Wang, Princeton University; In Song Kim, MIT
10:55 AM
Weighting-Based Sensitivity Analysis in Causal Mediation Studies: Interactive Tools for Analysts
Presentation
Guanglei Hong, University of Chicago ; Xu Qin, University of Chicago; Fan Yang, University of Colorado Denver
11:15 AM
Model Assessment in Causal Inference Using Explicit Validators
Presentation
Booil Jo, Stanford University
11:35 AM
Discussant: Tyler VanderWeele, Harvard University
11:55 AM
Discussant: Xiao-Li Meng, Harvard University
12:15 PM
Floor Discussion
505 *
Wed, 8/1/2018,
10:30 AM -
12:20 PM
CC-West 206/207
Flexible Methods for Causality Research — Topic Contributed Papers
Section on Statistics in Epidemiology , Biometrics Section, Health Policy Statistics Section
Organizer(s): Zhiwei Zhang, University of California at Riverside
Chair(s): Zhiwei Zhang, University of California at Riverside
10:35 AM
Sharp Instruments for Classifying Compliers and Generalizing Causal Effects
Presentation
Edward Kennedy, Carnegie Mellon University
10:55 AM
Matching Using Sufficient Dimension Reduction for Causal Inference
Yeying Zhu, University of Waterloo ; Wei Luo, Baruch College
11:15 AM
A Robust and Efficient Approach to Causal Inference Based on Sparse Sufficient Dimension Reduction
Shujie Ma, UC Riverside-Dept of Statistics
11:35 AM
Generalizability of Causal Inference in Observational Studies Under Retrospective Convenience Sampling
Presentation
Zonghui Hu, National Institute of Health ; Jing Qin, National Institute of Allergy and Infectious Diseases, NIH
11:55 AM
A Novel Result on Collaborative Double Robustness
Presentation
Ivan Diaz, Weill Cornell Medicine
12:15 PM
Floor Discussion
568 * !
Wed, 8/1/2018,
2:00 PM -
3:50 PM
CC-West 118
Leadership in Quantitative Sciences in the Pharmaceutical Industry Panel Discussion — Invited Panel
Biopharmaceutical Section , Health Policy Statistics Section, Committee on Applied Statisticians
Organizer(s): Amit Bhattacharyya, ACI Clinical
Chair(s): Sandeep Menon, Pfizer
2:05 PM
Statistical Leadership in Pharmaceutical Industry Panel Discussion
Presentation
Panelists:
Lisa LaVange, University of North Carolina
Nevine Zariffa, AstraZeneca
Pandurang Kulkarni, Eli Lilly & Company
Kannan Natarajan, Pfizer
Lisa Lupinacci, Merck
Cyrus Hoseyni, Janssen
Amit Bhattacharyya, ACI Clinical
3:40 PM
Floor Discussion
583 *
Wed, 8/1/2018,
2:00 PM -
3:50 PM
CC-West 209
Statistical Methods in Health Services and Performance Profiling — Contributed Papers
Health Policy Statistics Section
Chair(s): Kwonsang Lee, Harvard University
2:05 PM
Hospital Profiling for Quality of End-Of-Life Care via Semi-Competing Risks Analysis
Kyu Ha Lee, The Forsyth Institute ; Sebastien Haneuse, Harvard T.H. Chan School of Public Health
2:20 PM
Making Ranking Priorities More Explicit
Presentation
Cora Allen-Coleman, University of Wisconsin - Madison ; Ronald Gangnon, University of Wisconsin
2:35 PM
Bayesian Reliability Assessment of Facility-Level Patient Outcome Measures
Presentation
Jianghua He, University of Kansas Medical Center ; Nancy Dunton, University of Kansas Medical Center
2:50 PM
Methods for Population-Adjusted Indirect Comparisons
Presentation
Joseph C Cappelleri, Pfizer Inc
3:05 PM
Network Meta-Analysis for N-Of-1 Trials with Ordinal Outcomes
Youdan Wang, Brown University ; Christopher Schmid, Brown University
3:20 PM
Inter-Facility Transitional Care Management: Social Network Analysis Perspectives
Presentation
Shun Zhang ; Tim Rimnac, Health Care Services Corporation ; Qianyin Huang, NORC at the University of Chicago
3:35 PM
Template Matching for Comparing Hospital Performance in Veterans Affairs Health System: a Simulation Study
Presentation
Brenda Vincent, VA Center for Clinical Management Research ; Hallie Prescott, VA Center for Clinical Management Research
598 * !
Thu, 8/2/2018,
8:30 AM -
10:20 AM
CC-West 306
Statistical Partnerships in Excellence: Featuring SPAIG Award Winning Collaborations — Invited Papers
Stats. Partnerships Among Academe Indust. & Govt. Committee , Government Statistics Section, Health Policy Statistics Section, Section on Statistical Consulting, Section on Statistics in Defense and National Security
Organizer(s): Kelly H Zou, Pfizer Inc
Chair(s): John E Kolassa, Rutgers, the State University of New Jersey
8:35 AM
SPAIG Award Collaboration: Laboratory for Analytic Sciences
Presentation
Alyson Wilson, North Carolina State University
9:00 AM
SPAIG Award Collaboration: The National Science Foundation-Census Research Network (NCRN)
Presentation
Daniel H Weinberg, Consultant; Lars Vilhuber, Cornell University
9:25 AM
Soft Skills for Effective Collaborations and Communications
Presentation
Nancy Ann Bates, US Census Bureau
9:50 AM
Discussant: David Banks, Duke University
10:15 AM
Floor Discussion
603 * !
Thu, 8/2/2018,
8:30 AM -
10:20 AM
CC-West 109
Statistical Inference for Precision Medicine and Subgroup Analysis — Invited Papers
ENAR , Health Policy Statistics Section, Social Statistics Section, Mental Health Statistics Section, SSC
Organizer(s): Minge Xie, Rutgers University
Chair(s): Xiao-Li Meng, Harvard University
8:35 AM
Inferential Challenges in Machine Learning and Precision Medicine
Presentation
Michael Kosorok, University of North Carolina at Chapel Hill
9:00 AM
Uncertainty Quantification of Treatment Regime in Precision Medicine by Confidence Distributions
Presentation
Minge Xie, Rutgers University ; Yilei Zhan, Rutgers University; Sijian Wang, Rutgers University
9:25 AM
Bayesian Variable Selection in Subgroup Analysis
Juan Shen, Fudan University ; Naveen Naidu Narisetty, University of Illinois at Urbana Champaign; Xuming He, University of Michigan
9:50 AM
Sample Size Considerations for Precision Medicine
Eric Laber, North Carlina State University
10:15 AM
Floor Discussion
626 *
Thu, 8/2/2018,
8:30 AM -
10:20 AM
CC-East 16
Health Policy and Real World Evidence with Administrative Data and Electronic Health Records — Contributed Papers
Health Policy Statistics Section
Chair(s): Denis Agniel, RAND Corporation
8:35 AM
Real World Data and Evidence in Health Care Decision Making
Kun Chen, AbbVie Inc ; Weili He, AbbVie; Hongwei Wang, AbbVie Inc; Yabing Mai, AbbVie, Inc; Qiming Liao, AbbVie Inc
8:50 AM
A New Direction for Health Policy Decisions Based on Subgroup Discovery: The Cost-Effectiveness Determination Curve
Presentation
Andrew Justin Spieker, University of Pennsylvania ; Jason Roy, University of Pennsylvania; Nandita Mitra, University of Pennsylvania
9:05 AM
Medication Adherence and Cost Exposure: a Story in Heterogeneity
Presentation
Rahul Ladhania, Carnegie Mellon University ; Amelia M Haviland, Carnegie Mellon University - Heinz College; Neeraj Sood, University of Southern California; Ateev Mehtotra, Harvard Medical School
9:35 AM
Quantile Regression Application in Cost Analysis of Peripheral Artery Intervention in U.S. Healthcare Setting
Presentation
Haekyung Jeon-Slaughter, University of Texas Southwestern Medical Center ; Shirling Tsai, Dallas VA Medical Center; Bala Ramanan, Dallas VA Medical Center; Abigail Wheeler, R Gare; Houman Khalili, Dallas VA Medical Center; Subhash Banerjee, Dallas VA Medical Center; Ishita Tejani, UT Southwestern Medical Center
9:50 AM
Predictive Multiple Imputation Models to Facilitate Analyzes of Association Between Contemporaneous Medicaid Enrollment Status and Health Measures Among NHANES Participants
Presentation
Jennifer Rammon, CDC ; Jennifer Parker, CDC/NCHS; Yulei He, CDC/NCHS
10:05 AM
Floor Discussion
648 *
Thu, 8/2/2018,
10:30 AM -
12:20 PM
CC-West 215/216
Statistical Challenges in the Analysis of EHR Data — Invited Papers
Health Policy Statistics Section , Section on Risk Analysis, Section on Statistics in Epidemiology
Organizer(s): Elizabeth Sweeney, Flatiron Health
Chair(s): Brian Segal, Flatiron Health
10:35 AM
Risk Prediction Using Longitudinal Predictors: An Application to Electronic Health Records Data
Presentation
Benjamin A Goldstein, Duke University ; Michael Pencina, Duke University; Gina-Maria Pomann, Duke University; Wolfgang Winkelmayer, Baylor University
10:55 AM
Utilizing Statistical Methods for Pre-Processing EHR Data for Analysis
Presentation
Alex Milinovich, Cleveland Clinic
11:15 AM
Deriving and Analyzing Endpoints from Electronic Health Record Data: a Case Study from Clinical Oncology
Presentation
Sandra Griffith, Flatiron Health ; Ariel Bourla, Flatiron Health; Bryan Bowser, Flatiron Health ; Geoff Calkins, Flatiron Health; Joe Chang, Flatiron Health; Rebecca Miksad , Flatiron Health ; Brian Segal, Flatiron Health; Elizabeth Sweeney, Flatiron Health ; Erin Williams, Flatiron Health ; Paul You , Flatiron Health ; Amy Abernethy, Flatiron Health
11:35 AM
Floor Discussion