Conference Program Home
My Program
All Times EDT
Legend:
CC = Walter E. Washington Convention Center M = Marriott Marquis Washington, DC
* = applied session ! = JSM meeting theme
Activity Details
82 * !
Mon, 8/8/2022,
8:30 AM -
10:20 AM
CC-152A
New Statistical Methods for Survival Analysis in Complex Biomedical Studies — Invited Papers
Lifetime Data Science Section , International Chinese Statistical Association, Biometrics Section
Organizer(s): Qingning Zhou, University of North Carolina at Charlotte
Chair(s): Qingning Zhou, University of North Carolina at Charlotte
8:35 AM
Support Vector Machine for Dynamic Survival Prediction with Time-Dependent Covariates
Wenyi Xie, University of North Carolina; Donglin Zeng, University of North Carolina ; Yuanjia Wang, Columbia University
9:00 AM
Some Recent Advances on Variable Selection for Interval-Censored Failure Time Data
(Tony) Jianguo J Sun, UNIVERSITY OF MISSOURI-COLUMBIA
9:25 AM
Spatial Dependence Modeling of Latent Susceptibility and Time to Joint Damage in Psoriatic Arthritis
Fangya Mao, University of Waterloo ; Richard Cook, University of Waterloo
9:50 AM
Feature Screening for Case-Cohort Studies with Failure Time Outcome
Jianwen Cai, University of North Carolina at Chapel Hill ; Jing Zhang, Zhongnan University of Economics and Law; Yanyan Liu, Wuhan University; Haibo Zhou, University of North Carolina at Chapel Hill
10:15 AM
Floor Discussion
136 * !
Mon, 8/8/2022,
10:30 AM -
12:20 PM
CC-144C
Recent Advances in Clustered Time-to-Event Data — Topic Contributed Papers
Lifetime Data Science Section , International Chinese Statistical Association, Biometrics Section
Organizer(s): Mei-Ling Ting Lee, University of Maryland
Chair(s): (Tony) Jianguo J Sun, UNIVERSITY OF MISSOURI-COLUMBIA
10:35 AM
On the Analysis of Clustered Survival Data
DAVID OAKES, University of Rochester,
10:55 AM
Estimation and Testing for Clustered Bivariate Survival Databased on an Interval-Censored Version of the Clayton-Oakes Model
Bernard Rosner, Harvard Medical School ; Camden Bay, Harvard Medical School; Robert Glynn, Harvard Medical School; Gui-Shuang Ying, University of Pennsylvania; Maureen Maguire, University of Pennsylvania; Mei-Ling Ting Lee, University of Maryland
11:15 AM
Design and Analysis Methods for Randomized Clinical Trials with Clustered Survival Endpoints
Sin-Ho Jung, Duke University School of Medicine ; Jianghao Li, Eli Lilly and Company
11:35 AM
Adjusting for Informative Cluster Size in Pseudo-Value-Based Regression Approaches with Clustered Time-to-Event Data
Samuel C Anyaso-Samuel, University of Florida ; Somnath Datta, University of Florida
11:55 AM
Discussant: Jong H Jeong, University of Pittsburgh
12:15 PM
Floor Discussion
241
Tue, 8/9/2022,
8:30 AM -
10:20 AM
CC-140B
SPEED: Statistics in Social Sciences and Survey Research Part 1 — Contributed Speed
Business and Economic Statistics Section , Survey Research Methods Section, Quality and Productivity Section, ENAR, Government Statistics Section, Health Policy Statistics Section, Lifetime Data Science Section
Chair(s): Jiaxin Hu, University of Wisconsin-Madison
8:35 AM
Dynamic Models for Corporate Competitiveness of Global Health Care Industry with Mixed Effects
Mingzhao Hu, University of California, Santa Barbara ; Lingdi Zhao, Ocean University of China; Danlei Feng, Ocean University of China
8:40 AM
A Mixed Model Approach for Dynamic Trade Networks
Burcu Eke Rubini, University of New Hampshire ; Loris Rubini, University of New Hampshire
8:45 AM
Using R Packages for Weekly Seasonal Adjustment
Brian Carl Monsell, Bureau of Labor Statistics
8:50 AM
Privacy Secure Aggregation of the Individual Models into a Federated Model with Bayesian MCMC Bootstrapping
Eugene Yankovsky, EY ; Ana Yankovsky, Inuitive Surgical
8:55 AM
The Inequality Process (IP) as Statistical Mechanics: How the IP’s Internal Model Enables Symmetries, Frame Independence, and the Search for the IP's Lagrangian Analogue
John Angle, The Inequality Process Institute
9:00 AM
Adapting COVID-19 Early Release Data to Determine Impact of Opioid Use in Hospital Emergency Departments
Salah Shaikh, National Center for Health Statistics (NCHS) - CDC
9:05 AM
Comparing Methods for Weighting to Extend Inferences from a Collection of Trials
Nicole Schnitzler, The Ohio State University ; Eloise E Kaizar, The Ohio State University
9:10 AM
Examining the Effects of Contamination Due to School Mobility on Efficacy of Stepped Wedge Designs
Meredith McCormack-Mager, The Ohio State University ; Abigail Shoben, The Ohio State University
9:15 AM
Results of a Push-to-Web Protocol in a Survey of Commercial Buildings
Katie Lewis, Energy Information Administration ; Sarah Grady, Energy Information Administration; Lawrence Chrishelle, Energy Information Administration
9:20 AM
Using Effect Sizes to Quantify the Difference Between Survival Functions
Huan Wang, Division of Biometrics IX, OB/OTS/CDER, FDA
9:30 AM
Model-Robust Experimentation Strategy for Estimation of Expensive Black-Box Functions with Mixed Quantitative and Qualitative Factors
Gautham Sunder, Carlson School of Management ; Christopher Nachtsheim, Carlson School of Management
9:35 AM
A Statistical Model Predicting Final Yield During Data Collection
Rui Jiao, WESTAT; Daniel Guzman, META; Sabrina Zhang, Westat ; Andrea Piesse, WESTAT
9:40 AM
WITHDRAWN An Empirical Evaluation of Probabilistic File Linking Techniques
Gauri Kamat, Brown University; Roee Gutman, Brown University
9:45 AM
Extending MRP to Incorporate Variables with Unknown Distributions
Brittany Marie Alexander, Ipsos Public Affairs
9:50 AM
Predicting Call Sequence Length in the Telephone Mode Using Prediction Algorithms
Xinyu Zhang, University of Michigan ; James Wagner, University of Michigan
9:55 AM
A Modified Proportional Allocation Sampling Method for the Study of Respirator Use and Practices in U.S. Private Industries
Danny Friel, U.S. Bureau of Labor Statistics ; Michelle Myers, U.S. Bureau of Labor Statistics; Dee Zamora, U.S. Bureau of Labor Statistics; Xingyou Zhang, U.S. Bureau of Labor Statistics; Katherine N. Yoon, National Institute for Occupational Safety and Health; Megan Casey, National Institute for Occupational Safety and Health; Emily J. Haas, National Institute for Occupational Safety and Health
10:00 AM
Synthetic Data Generation for Complex Surveys
Shirley Mathur, Duke University ; Jerome P. Reiter, Duke University
10:05 AM
WITHDRAWN Demographic Edit and Imputation for Multilevel Data from the FBI’s National Incident Based Reporting System
Philip Lee, RTI; Amang Sukasih, RTI; Dan Liao, RTI; Marcus Berzofsky, RTI International; Alexia Cooper, RTI
10:10 AM
Floor Discussion
280
Tue, 8/9/2022,
10:30 AM -
12:20 PM
CC-204C
New Methodology Developments in Analyzing Complex Survival Data — Contributed Papers
Lifetime Data Science Section
Chair(s): Wen Li, The University of Texas Health Science Center McGovern Medical School
10:35 AM
A Flexible, Computationally Efficient, Unified Proportional Hazards Model for Especially Structured Survival Data
Prabhashi Withana Gamage, James Madison University ; Christopher McMahan, Clemson University; Lianming Wang, University of South Carolina
10:50 AM
Variable Selection for High-Dimensional Competing Risks Data
Guowei Li, The Ohio State University ; Kellie Archer, The Ohio State University
11:05 AM
Joint Modeling of a Time-to-Event and Partially Observed Biomarker Using Lévy Processes
Theresa Devasia, Surveillance Research Program, National Cancer Institute ; Alexander Tsodikov, University of Michigan
11:20 AM
Partial-Linear Single-Index Semiparametric Transformation Models with Censored Data
Myeonggyun Lee, New York University Grossman School of Medicine ; Andrea B. Troxel, New York University Grossman School of Medicine; Mengling Liu, New York University Grossman School of Medicine
11:35 AM
Simultaneous Confidence Bands for Survival Functions from Twice Censorship
Sundarraman Subramanian, New Jersey Institute of Technology
11:50 AM
Floor Discussion
294
Tue, 8/9/2022,
10:30 AM -
11:15 AM
CC-Hall D
SPEED: Statistics in Social Sciences and Survey Research Part 2 — Contributed Poster Presentations
Business and Economic Statistics Section , Survey Research Methods Section, Quality and Productivity Section, ENAR, Government Statistics Section, Health Policy Statistics Section, Lifetime Data Science Section
Chair(s): Jiaxin Hu, University of Wisconsin-Madison
01:
Dynamic Models for Corporate Competitiveness of Global Health Care Industry with Mixed Effects
Mingzhao Hu, University of California, Santa Barbara ; Lingdi Zhao, Ocean University of China; Danlei Feng, Ocean University of China
02:
A Mixed Model Approach for Dynamic Trade Networks
Burcu Eke Rubini, University of New Hampshire ; Loris Rubini, University of New Hampshire
03:
Using R Packages for Weekly Seasonal Adjustment
Brian Carl Monsell, Bureau of Labor Statistics
04:
Privacy Secure Aggregation of the Individual Models into a Federated Model with Bayesian MCMC Bootstrapping
Eugene Yankovsky, EY ; Ana Yankovsky, Inuitive Surgical
05:
The Inequality Process (IP) as Statistical Mechanics: How the IP’s Internal Model Enables Symmetries, Frame Independence, and the Search for the IP's Lagrangian Analogue
John Angle, The Inequality Process Institute
06:
Adapting COVID-19 Early Release Data to Determine Impact of Opioid Use in Hospital Emergency Departments
Salah Shaikh, National Center for Health Statistics (NCHS) - CDC
07:
Comparing Methods for Weighting to Extend Inferences from a Collection of Trials
Nicole Schnitzler, The Ohio State University ; Eloise E Kaizar, The Ohio State University
08:
Examining the Effects of Contamination Due to School Mobility on Efficacy of Stepped Wedge Designs
Meredith McCormack-Mager, The Ohio State University ; Abigail Shoben, The Ohio State University
09:
Results of a Push-to-Web Protocol in a Survey of Commercial Buildings
Katie Lewis, Energy Information Administration ; Sarah Grady, Energy Information Administration; Lawrence Chrishelle, Energy Information Administration
10:
Using Effect Sizes to Quantify the Difference Between Survival Functions
Huan Wang, Division of Biometrics IX, OB/OTS/CDER, FDA
11:
Model-Robust Experimentation Strategy for Estimation of Expensive Black-Box Functions with Mixed Quantitative and Qualitative Factors
Gautham Sunder, Carlson School of Management ; Christopher Nachtsheim, Carlson School of Management
12:
Specifying Prior Distributions in Reliability Applications
Colin Lewis-Beck, Eli Lilly; William Meeker, Iowa State; Qinglong Tian, University of Wisconsin ; Jarad Niemi, Iowa State
13:
A Statistical Model Predicting Final Yield During Data Collection
Rui Jiao, WESTAT; Daniel Guzman, META; Sabrina Zhang, Westat ; Andrea Piesse, WESTAT
14:
WITHDRAWN An Empirical Evaluation of Probabilistic File Linking Techniques
Gauri Kamat, Brown University; Roee Gutman, Brown University
15:
Extending MRP to Incorporate Variables with Unknown Distributions
Brittany Marie Alexander, Ipsos Public Affairs
16:
Predicting Call Sequence Length in the Telephone Mode Using Prediction Algorithms
Xinyu Zhang, University of Michigan ; James Wagner, University of Michigan
17:
A Modified Proportional Allocation Sampling Method for the Study of Respirator Use and Practices in U.S. Private Industries
Danny Friel, U.S. Bureau of Labor Statistics ; Michelle Myers, U.S. Bureau of Labor Statistics; Dee Zamora, U.S. Bureau of Labor Statistics; Xingyou Zhang, U.S. Bureau of Labor Statistics; Katherine N. Yoon, National Institute for Occupational Safety and Health; Megan Casey, National Institute for Occupational Safety and Health; Emily J. Haas, National Institute for Occupational Safety and Health
18:
Synthetic Data Generation for Complex Surveys
Shirley Mathur, Duke University ; Jerome P. Reiter, Duke University
19:
WITHDRAWN Demographic Edit and Imputation for Multilevel Data from the FBI’s National Incident Based Reporting System
Philip Lee, RTI; Amang Sukasih, RTI; Dan Liao, RTI; Marcus Berzofsky, RTI International; Alexia Cooper, RTI
310 * !
Tue, 8/9/2022,
2:00 PM -
3:50 PM
CC-152A
Data Integration and Information Synthesis in Survival Analysis — Invited Papers
Lifetime Data Science Section , Section on Statistics in Epidemiology, International Chinese Statistical Association
Organizer(s): Hong Zhu, University of Texas Southwestern Medical Center
Chair(s): Hong Zhu, University of Texas Southwestern Medical Center
2:05 PM
Risk Projection for Time-to-Event Outcome Leveraging Summary Statistics in the Target Population
Li Hsu, Fred Hutchinson Cancer Research Center ; Jiayin Zheng, Fred Hutchinson Cancer Research Center; Yingye Zheng, Fred Hutchinson Cancer Research Center
2:30 PM
Accommodating Population Differences in Model Validation
Ruth Pfeiffer, National Cancer Institute ; Yiyao Chen, Technical University of Munich; Mitchell Gail, National Cancer Institute; Donna P. Ankerst, Technical University of Munich
2:55 PM
Data Integration and Information Synthesis When Different Studies Have Similar but Not Exactly the Same Distribution
Jing Qin, Biostatistics Research Branch, National Institute of Allergy and Infectious Diseases
3:20 PM
Cautionary Tales of 'Old' RCT Evidence in 'New' Era
Yu Shen, UT MD Anderson Cancer Center ; Jing Ning, UT MD Anderson Cancer Center
3:45 PM
Floor Discussion
378
Wed, 8/10/2022,
8:30 AM -
10:20 AM
CC-143C
LiDS Student Paper Award Winners: Topic-Contributed Papers — Topic Contributed Papers
Lifetime Data Science Section
Organizer(s): Haoda Fu, Eli Lilly and Company
Chair(s): Haoda Fu, Eli Lilly and Company
8:35 AM
Combining Mixed Effects Hidden Markov Models with Latent Alternating Recurrent Event Processes to Model Diurnal Active-Rest Cycles
Benny Ren, University of Pennsylvania ; Ian Barnett, University of Pennsylvania
8:55 AM
Kullback-Leibler-Based Discrete Failure Time Models for Integration of Published Prediction Models with New Time-to-Event Dataset
Di Wang, University of Michigan ; Wen Ye, University of Michigan; Randall Sung, University of Michigan; Hui Jiang, University of Michigan; Jeremy Taylor, University of Michigan; Kevin He, University of Michigan
9:15 AM
Optimal Subsampling for Parametric Accelerated Failure Time Models with Massive Survival Data
Zehan Yang, University of Connecticut ; Jun Yan, University of Connecticut; HaiYing Wang, Uninversity of Connecticut
9:35 AM
A Meta-Learner Framework to Estimate Individualized Treatment Effects for Survival Outcomes
Na Bo, University of Pittsburgh ; Yue Wei, University of Pittsburgh; Lang Zeng, University of Pittsburgh; Ying Ding, University of Pittsburgh; CHAERYON KANG, Dept. of Biostatistics, University of Pittsburgh
9:55 AM
A Flexible-Hazards Cure Model with Application to Patients with Soft Tissue Sarcoma
Can Xie, University of Texas Health Science Center at Houston ; Xuelin Huang, The University of Texas MD Anderson Cancer Center; Ruosha Li, The University of Texas Health Science Center at Houston; Peter WT Pisters, University of Texas MD Anderson Cancer Center
10:15 AM
Floor Discussion
401 * !
Wed, 8/10/2022,
10:30 AM -
12:20 PM
CC-150B
Real-World Survival Data with Multiple Events: Challenges, Opportunities, and Recent Advancements — Invited Papers
Lifetime Data Science Section , Section on Risk Analysis, Biometrics Section
Organizer(s): Ruosha Li, The University of Texas Health Science Center at Houston
Chair(s): Ruosha Li, The University of Texas Health Science Center at Houston
10:35 AM
Heterogeneous Recurrent Event Analysis Based on Latent Classes
Wei Zhao, Emory University; Limin Peng, Emory University ; John Hanfelt, Emory University
11:00 AM
Real-World Survival Data with Multiple Events: Challenges, Opportunities, and Recent Advances
Ross Laverne Prentice, Fred Hutchinson Cancer Research Center
11:25 AM
Inference for Recurrent Event Processes Under Shape Heterogeneity
Yifei Sun, Columbia University ; Ying Sheng, University of California San Fransisco
11:50 AM
Dependent Censoring Based on Copulas
Ingrid Van Keilegom, KU Leuven ; Claudia Czado, Technical University of Munich
12:15 PM
Floor Discussion
468 * !
Wed, 8/10/2022,
2:00 PM -
3:50 PM
CC-203AB
Statistical Challenges and Novel Methodologies for Analyzing Health Outcomes — Topic Contributed Papers
Section on Nonparametric Statistics , SSC (Statistical Society of Canada), Lifetime Data Science Section
Organizer(s): Li-Shan Huang, National Tsing Hua University
Chair(s): Li-Shan Huang, National Tsing Hua University
2:05 PM
Considerations for Primary and Secondary Health Outcomes in Clinical Trials: From Design to Analysis
Howard D Sesso, Brigham and Women's Hospital
2:25 PM
Analysis of Large Data with Subsampling
Zhezhen Jin, Columbia University ; Yujing Yao, Columbia University
2:45 PM
Challenges and Strategies in Analyses of Health Administrative Data
Joan X. Hu, Simon Fraser University ; Rhonda J. Rosychuk, University of Alberta; Angela Chen, Simon Fraser University; Yi Xiong, Fred Hutchinson Cancer Research Center
3:05 PM
Iterated Data Sharpening
W.John Braun, UBC; Hanxiao Chen, Boston University
3:25 PM
Power Analyses for Stepped Wedge Designs with Multivariate Continuous Outcomes
Monica Taljaard, Ottawa Hospital Research Institute; Fan Li, Yale School of Public Health; Kendra Plourde, Yale University
3:45 PM
Floor Discussion
505 * !
Thu, 8/11/2022,
8:30 AM -
10:20 AM
CC-202B
Generalized Pairwise Comparisons and Win Statistics (Win Ratio, Win Odds, and Net Benefit): A Ten-Year Journey — Topic Contributed Papers
Biopharmaceutical Section , Biometrics Section, Lifetime Data Science Section
Organizer(s): Yodit Seifu, Bristol Myers Squibb
Chair(s): Kaifeng Lu, BeiGene
8:35 AM
On the Intransitivity of the Win Ratio
DAVID OAKES, University of Rochester,; Changyong Feng, University of Rochester
8:55 AM
Win Odds: An Adaptation of the Win Ratio to Include Ties
Tobias Mütze, Novartis Pharma AG; Tianmeng Lyu, Novartis
9:15 AM
The Net Benefit as a Measure of Treatment Effect for Generalized Pairwise Comparisons
Vaiva Deltuvaite-Thomas, IDDI ; Marc Buyse, IDDI
9:35 AM
Impact of Follow-Up Time and a Comparison of Win Statistics on Time-to-Event Outcomes
James Song, BeiGene; Gaohong Dong, BeiGene
9:55 AM
Evidence Synthesis in Oncology Clinical Trials: A Generalized Pairwise Comparison Approach
Bo Huang, Pfizer Inc. ; Ying Cui, Emory University; Gaohong Dong, BeiGene
10:15 AM
Floor Discussion
506 * !
Thu, 8/11/2022,
8:30 AM -
10:20 AM
CC-206
Robust and Efficient Analysis of Complex Time-to-Event Data — Topic Contributed Papers
ENAR , Lifetime Data Science Section, Biometrics Section
Organizer(s): Lu Mao, University of Wisconsin-Madison
Chair(s): Tuo Wang, University of Wisconsin-Madison
8:35 AM
On Restricted Mean Time in Favor of Treatment
Lu Mao, University of Wisconsin-Madison
8:55 AM
Estimands for Recurrent Event Endpoints in the Presence of a Terminal Event
Mouna Akacha , Novartis Pharma AG
9:15 AM
Summarizing the Duration of Response via RMST
Lu Tian, Stanford University ; Bo Huang, Pfizer Inc.; LJ Wei, Harvard
9:35 AM
Valid Inferences Based on Proportional Hazards Model for High-Dimensional, Interval-Censored Data
Zhe Fei, UCLA ; Gang Li, University of California, Los Angeles; Rui Yang, UCLA; Hua Zhou, UCLA
9:55 AM
Discussant: LJ Wei, Harvard
10:15 AM
Floor Discussion