Name: 2018 Joint Statistical Meetings
Start: 2018-07-28T07:00:00+00:00
End: 2018-08-02
Location: Vancouver Convention Centre

Legend:
CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme

Activity Details

28	Sun, 7/29/2018, 2:00 PM - 3:50 PM	CC-West 208
SPEED: A Mixture of Topics in Health, Computing, and Imaging — Contributed Speed
Mental Health Statistics Section, Section on Statistical Computing, Section on Statistics in Imaging, Section on Statistical Learning and Data Science, SSC, Section on Physical and Engineering Sciences, Section for Statistical Programmers and Analysts
Chair(s): Lu Chen, Worcester Polytechnic Institute
Poster Presentations for this session.
2:05 PM	Remote Perconditioning Enhances Neuro Protection and Collateral Blood Flow During Ischemia in Distal Cerebral Ischemic Rat Model (MCAo) Through AMPK-ENOS Pathways Presentation Abdul Salam, Hamad Medical Corporation; Aijaz Parray, Hamad Medical Corporation; yonglie Ma, University of Alberta ; Naveed Akhter, Hamamd Medical Corporation; Sajitha VP, Hamad Medical Corporation; Ruth Priyanka, Hamamd Medical Corporation; Ian Winship, University of Alberta; Nosheen Shahid, Hamamd Medical Corporation; Ashfaq Shuaib, University of Alberta
2:10 PM	Polynomial Based Approximate Probability Distributions Chris Elrod, Baylor University; James Stamey, Baylor University
2:15 PM	Measurement Reliability in Mental Health Research: Critical Implications for Research Design and Analysis Alessandro De Nadai, Texas State University; Marieke Visser, Texas State University
2:30 PM	Tailoring PCA for Detecting Sparse Changes in Multi-Stream Data Presentation Martin Tveten, University of Oslo; Ingrid Kristine Glad, University of Oslo
2:35 PM	Ranked Sparsity Methods for Transparent Model Selection Presentation Ryan Andrew Peterson, University of Iowa; Joseph Cavanaugh, University of Iowa
2:40 PM	Image-On-Image Regression: a Spatial Bayesian Latent Factor Model for Predicting Task-Evoked Brain Activity Using Task-Free MRI Presentation Cui Guo, University of Michigan
2:45 PM	Fusion of the Semiparametric Models and Network Measures in the Study of Brain Dynamic Functional Connectivity Maria Kudela, Takeda Pharmaceuticals; Jaroslaw Harezlak, Indiana University Bloomington; Mario Dzemidzic, Indiana University School of Medicine; Brandon Oberlin, Indiana University School of Medicine; David A Kareken, Indiana University School of Medicine; Joaquin Goni, Purdue University
2:50 PM	Fast Generalised Linear Models in a Database Presentation Thomas Lumley, University of Auckland
3:00 PM	A Deep Learning Approach to the Estimation of Bias and Variance in HARDI Presentation Allison Hainline, Vanderbilt University; Hakmook Kang, Vanderbilt University Medical Center; Bennett Landman, Vanderbilt University
3:05 PM	Creating Counting Process Intervals with Ease Presentation Cynthia Crowson, Mayo Clinic; Terry M Therneau, Mayo Clinic; Elizabeth J Atkinson, Mayo Clinic
3:10 PM	Multi-Scale Vecchia Approximation of Gaussian Processes Presentation Jingjie Zhang, Texas A&M University; Matthias Katzfuss, Texas A&M University

71	Sun, 7/29/2018, 4:00 PM - 5:50 PM	CC-West 202
Statistical Methods for Personalized Medicine — Contributed Papers
Mental Health Statistics Section
Chair(s): Sara Algeri, Imperial College London
4:05 PM	Quantification of Interlocking Pentagon Copying Presentation Namhee Kim, Rush University Medical Center; Timothy Truty, Rush University Medical Center; Lisa L Barnes, Rush University Medical Center; David A Bennett, Rush University Medical Center; Melissa Lamar, Rush University Medical Center
4:20 PM	A Gate-Keeping Test for Selecting Adaptive Interventions for Depression Management Under General SMART Designs Presentation Xiaobo Zhong, Columbia University; Bin Cheng, Columbia University; Min Qian, Columbia University; Ying Kuen Ken Cheung, Columbia University
4:35 PM	Q-Learning for Dynamic Treatment Regimes on CODIACS Vanguard Randomized Controlled Trial Presentation Eun Jeong Oh, Columbia; Min Qian, Columbia University; Ying Kuen Ken Cheung, Columbia University
4:50 PM	Inference and Optimal Design for Longitudinal Cluster-Randomized Clinical Trials Given a Small Number of Clusters with Application to a Serious Mental Illness Intervention Study CHAE RYON KANG, University of Pittsburgh; DI ZHANG, University of Pittsburgh
5:05 PM	A Single-Index Model with Multiple-Links Presentation Hyung Park, Columbia University; Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, Wright State University; Todd Ogden, Columbia University
5:20 PM	Floor Discussion

84	Sun, 7/29/2018, 4:00 PM - 4:45 PM	CC-West Hall B
SPEED: A Mixture of Topics in Health, Computing, and Imaging — Contributed Poster Presentations
Mental Health Statistics Section, Section on Statistical Computing, Section on Statistics in Imaging, Section on Statistical Learning and Data Science, SSC, Section on Physical and Engineering Sciences, Section for Statistical Programmers and Analysts
Chair(s): Paul McNicholas, McMaster University
Oral Presentations for this session.
21:	Remote Perconditioning Enhances Neuro Protection and Collateral Blood Flow During Ischemia in Distal Cerebral Ischemic Rat Model (MCAo) Through AMPK-ENOS Pathways Abdul Salam, Hamad Medical Corporation; Aijaz Parray, Hamad Medical Corporation; yonglie Ma, University of Alberta ; Naveed Akhter, Hamamd Medical Corporation; Sajitha VP, Hamad Medical Corporation; Ruth Priyanka, Hamamd Medical Corporation; Ian Winship, University of Alberta; Nosheen Shahid, Hamamd Medical Corporation; Ashfaq Shuaib, University of Alberta
22:	Polynomial Based Approximate Probability Distributions Chris Elrod, Baylor University; James Stamey, Baylor University
23:	Measurement Reliability in Mental Health Research: Critical Implications for Research Design and Analysis Alessandro De Nadai, Texas State University; Marieke Visser, Texas State University
27:	Tailoring PCA for Detecting Sparse Changes in Multi-Stream Data Martin Tveten, University of Oslo; Ingrid Kristine Glad, University of Oslo
28:	Ranked Sparsity Methods for Transparent Model Selection Ryan Andrew Peterson, University of Iowa; Joseph Cavanaugh, University of Iowa
29:	Image-On-Image Regression: a Spatial Bayesian Latent Factor Model for Predicting Task-Evoked Brain Activity Using Task-Free MRI Cui Guo, University of Michigan
30:	Fusion of the Semiparametric Models and Network Measures in the Study of Brain Dynamic Functional Connectivity Maria Kudela, Takeda Pharmaceuticals; Jaroslaw Harezlak, Indiana University Bloomington; Mario Dzemidzic, Indiana University School of Medicine; Brandon Oberlin, Indiana University School of Medicine; David A Kareken, Indiana University School of Medicine; Joaquin Goni, Purdue University
31:	Fast Generalised Linear Models in a Database Thomas Lumley, University of Auckland
32:	A Deep Learning Approach to the Estimation of Bias and Variance in HARDI Allison Hainline, Vanderbilt University; Hakmook Kang, Vanderbilt University Medical Center; Bennett Landman, Vanderbilt University
33:	Creating Counting Process Intervals with Ease Cynthia Crowson, Mayo Clinic; Terry M Therneau, Mayo Clinic; Elizabeth J Atkinson, Mayo Clinic
34:	Multi-Scale Vecchia Approximation of Gaussian Processes Jingjie Zhang, Texas A&M University; Matthias Katzfuss, Texas A&M University
Oral Presentations for this session.

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

110 * !	Mon, 7/30/2018, 8:30 AM - 10:20 AM	CC-West 215/216
Assessing Treatment Effects for Life History Processes — Topic Contributed Papers
Biopharmaceutical Section, Mental Health Statistics Section, ENAR
Organizer(s): Mouna Akacha , Novartis Pharma AG
Chair(s): Mouna Akacha , Novartis Pharma AG
8:35 AM	Symptom Trials Vs Morbidity/Mortality Trials: Are Different Estimands Required? Presentation Steven Snapinn, Amgen, Inc.
8:55 AM	Recurrent Event Estimands: With or Without Competing Terminal Event Presentation Jiawei Wei, Novartis
9:15 AM	Assessment of a Treatment Effect for Recurrent Event Data in the Presence of a Terminal Event Presentation Philip Hougaard, Lundbeck
9:35 AM	Comparison of Event Rates Between On- and Off-Drug Treatment Periods for a Recurrent Adverse Event Presentation Brenda Crowe, Eli Lilly & Co.; Haoda Fu, Eli Lilly and Company; Yebin Tao, Eli Lilly and Company
9:55 AM	Discussant: Hsien-Ming James Hung, PhD, Food and Drug Administration
10:15 AM	Floor Discussion

111 * !	Mon, 7/30/2018, 8:30 AM - 10:20 AM	CC-East 16
Issues and Advances in Power Calculations for Mental Health Studies — Topic Contributed Papers
Mental Health Statistics Section, National Institute on Drug Abuse-NIH
Organizer(s): Wesley Kurt Thompson, University of California, San Diego
Chair(s): Hongyuan Cao, University of Missouri-Columbia
8:35 AM	Guidance on NIMH Grant Application Power Calculations Presentation Wesley Kurt Thompson, University of California, San Diego
8:55 AM	Statistical Methods and Tools in Mental Health Studies: a Review of Scientific Rigor, Power Analyzes and Reproducibility Abera Wouhib, National Institutes of Health
9:15 AM	Improving the Design of Pragmatic Clinical Trials Using Data Collected from Electronic Medical Records Presentation Susan Shortreed, Kaiser Permanente Washington Health Research Institute; Carlyn M Rutter, RAND Corporation; Andrea J. Cook, Kaiser Permanente Washington Health Research Institute; Greg Simon, Kaiser Permenete Washington Health Research Insitute
9:35 AM	Sample Size Considerations for Comparing Dynamic Treatment Regimens in a Sequential Multiple-Assignment Randomized Trial with a Continuous Longitudinal Outcome Presentation Nicholas J Seewald, University of Michigan; Kelley M Kidwell, University of Michigan; James R McKay, University of Pennsylvania; Inbal Nahum-Shani, University of Michigan; Daniel Almirall, University of Michigan
9:55 AM	Statistical Methodology for Modern Mental Health Research Presentation Eva Petkova, NYU School of Medicine; Thaddeus Tarpey, Wright State University; Robert Todd Ogden, Columbia University; Andrea Troxel, New York University School of Medicine
10:15 AM	Floor Discussion

205	Mon, 7/30/2018, 12:30 PM - 1:50 PM	CC-West Ballroom D
Mental Health Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Emily Scherer, Geisel School of Medicine at Dartmouth
ML18:	Statistical Challenges in Developing Data-Driven Discovery, Diagnosis, and Treatment of Psychiatric Diseases Thaddeus Tarpey, Wright State University

217 *	Mon, 7/30/2018, 2:00 PM - 3:50 PM	CC-East 16
Studying Psychiatric Disorders Using Statistical and Machine Learning Methods — Invited Papers
Mental Health Statistics Section, ENAR, WNAR, SSC
Organizer(s): Hongyuan Cao, University of Missouri-Columbia
Chair(s): Lei Liu, Washington University in St Louis
2:05 PM	SAME-Clustering: Single-Cell Aggregated Clustering via Mixture Model Ensemble Presentation 1 Presentation 2 Ruth Huh, University of North Carolina at Chapel Hill; Yuchen Yang, University of North Carolina at Chapel Hill; Houston Culpepper, University of North Carolina at Chapel Hill; Yun Li, University of North Carolina at Chapel Hill
2:30 PM	Statistical Methods for Integrative Analysis of Multi-Omics Data with Applications to Psychiatric Disorders Hongyuan Cao, University of Missouri-Columbia; Jun Chen, Mayo Clinic; Xianyang Zhang, Texas A&M University
2:55 PM	Statistical Challenges and Opportunities for Analysis of Massive Biobank Data Presentation Xihong Lin, Harvard University
3:20 PM	Analysis of Mental Disorder Omics Data: An Integrative Perspective Shuangge Ma, Yale University
3:45 PM	Floor Discussion

216479	Tue, 7/31/2018, 7:00 AM - 8:30 AM	F-Sechelt Room
Mental Health Statistics Section Business Meeting — Other Cmte/Business
Mental Health Statistics Section
Chair(s): Yuanjia Wang, Columbia University

362	Tue, 7/31/2018, 10:30 AM - 12:20 PM	CC-West Hall B
Contributed Poster Presentations: Mental Health Statistics Section — Contributed Poster Presentations
Mental Health Statistics Section
Chair(s): Paul McNicholas, McMaster University
73:	Patient- and Site-Level Factors Associated with Abstinence Outcome in a Multisite Clinical Trial of a Technology-Delivered Psychosocial Intervention for Substance Use Disorders Martina Pavlicova, Columbia University; Leila M. Vaezazizi, New York State Psychiatric Institue; Aimee N. C. Campbell, New York State Psychiatric Institute; Mei-Chen Hu, Columbia University; Edward V. Nunes, New York State Psychiatric Institute
74:	Models for Repeated Clustered Data with Informative Cluster Sizes with Applications in Psychiatry Ana-Maria Iosif, University of California, Davis; Laura M Tully, University of California Davis; Tara A Niendam, University of California Davis
75:	Sparse Causal Dynamic Network Modeling of fMRI Xuefei Cao, Brown University; Xi Luo, Brown University; Bjorn Sandstede, Brown University

374	Tue, 7/31/2018, 12:30 PM - 1:50 PM	CC-West Ballroom D
Mental Health Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Emily Scherer, Geisel School of Medicine at Dartmouth
TL19:	Causal Inference in the Era of Personalization: Handling Complexity with Simplicity Kosuke Imai, Princeton University; Xiao-Li Meng, Harvard University; Booil Jo, Stanford University

394 * !	Tue, 7/31/2018, 2:00 PM - 3:50 PM	CC-West 203
Recent Advances in Cognitive Diagnosis Modeling — Topic Contributed Papers
Mental Health Statistics Section, American Educational Research Association, Journal of Educational and Behavioral Statistics
Organizer(s): Gongjun Xu, University of Michigan
Chair(s): Yuqi Gu, University of Michigan
2:05 PM	An Exploration of Latent Structure in Process Data Jingchen Liu, Columbia University; Yunxiao Chen, Emory University; Xueying Tang, Columbia University; Zhi Wang, Columbia University
2:25 PM	A Joint Modeling Framework Using Responses and Response Times to Track Skill Acquisition: Model Estimation and Application Presentation Shiyu Wang, University of Georgia; Susu Zhang, University of Illinois at Urbana-Champaign; Jeff Douglas, University of Illinois at Urbana-Champaign; Steven Culpepper, University of Illinois at Urbana-Champaign
2:45 PM	Factor Analysis of Multitype Recurrent Events with Applications to Modern Educational Assessment Presentation Yunxiao Chen, Emory University
3:05 PM	Bayesian Variable Selection for Restricted Latent Class Model with an Application in Cognitive Diagnostic Models Steven Culpepper, University of Illinois at Urbana-Champaign; Feng Liang, University of Illinois at Urbana-Champaign; Yinyin Chen, University of Illinois at Urbana Champaign
3:25 PM	Identifiability of Restricted Latent Class Models Presentation Gongjun Xu, University of Michigan; Yuqi Gu, University of Michigan
3:45 PM	Floor Discussion

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

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

517 *	Wed, 8/1/2018, 10:30 AM - 12:20 PM	CC-West 205
Multivariate Analysis of Brain Imaging Data in Mental Disorders — Topic Contributed Papers
Mental Health Statistics Section, Section on Statistics in Imaging
Organizer(s): Samprit Banerjee, Weill Medical College, Cornell University
Chair(s): Davide Risso, Weill Cornell Medicine
10:35 AM	Discovering Depression Subtypes with High-Dimensional Eigenvalue Estimation on Resting-State fMRI Data Presentation Samprit Banerjee, Weill Medical College, Cornell University
10:55 AM	New Statistical Methods for Analyzing Whole Brain Metabolites Using High-Resolution MRS Data Presentation Shuo Chen, University of Maryland, School of Medicine
11:15 AM	Scalar-On-Function Prediction Models with Missing Covariates: Applications in Depression Research Using EEG and Clinical Data Presentation Adam Ciarleglio, Columbia University and the New York State Psychiatric Institute; Eva Petkova, NYU School of Medicine
11:35 AM	Genome-Wide Heritability Analysis with High-Dimensional Imaging Phenotypes Presentation Yize Zhao, Weill Cornell Medical College
11:55 AM	Discussant: Melanie M. Wall, Columbia University
12:15 PM	Floor Discussion

545	Wed, 8/1/2018, 12:30 PM - 1:50 PM	CC-West Ballroom D
Mental Health Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Emily Scherer, Geisel School of Medicine at Dartmouth
WL16:	Small Data, N-of-1 Trials, and Personalized Medicine Naihua Duan, Columbia University; Richard L. Kravitz, University of California Davis

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

628	Thu, 8/2/2018, 8:30 AM - 10:20 AM	CC-East 14
Complex Data Analysis with Mental Health Applications — Contributed Papers
Mental Health Statistics Section
Chair(s): Hua Zhong, New York University
8:35 AM	A Hierarchical Bayesian Markov-Dependent Model for Lifetime Persistence and Recurrence of Major Depressive Episodes Presentation Chenyang Gu, Harvard Medical School; Alan Zaslavsky, Harvard University Medical School; Ronald Kessler, Harvard Medical School
8:50 AM	Repeated Within-Subject Distributions with Covariates and Censoring: a Neuroscience Application Presentation Ryan Kelly, University of Pittsburgh; Allan Sampson, University of Pittsburgh; Rob Sweet, University of Pittsburgh; Ken Fish, University of Pittsburgh; David Lewis, University of Pittsburgh
9:05 AM	Statistical Learning of Successful Smiles Presentation Nathaniel Helwig, University of Minnesota
9:20 AM	Clustered-Temporal Bayesian Model for Brain Connectivity in Neuroimaging Data Presentation Nairita Ghosal, University of Illinois at Chicago; Sanjib Basu, University of Illinois at Chicago
9:35 AM	Mediation Analysis with Item Response Theory Model for Ordinal Variables: An Application to a Hypothetical Clinical Trial Yun Zhang, Janssen Research & Development, LLC; Xiang Li, Statistics and Decision Sciences, Janssen Research & Development, LLC; Pilar Lim, Janssen Research & Development, LLC
9:50 AM	Estimation and Inference for the Mediation Effect in a Time-Varying Mediation Model Presentation Donna Coffman, Temple University; Xizhen Cai, Temple University; Runze Li, Penn State University
10:05 AM	Floor Discussion

JSM 2018 Online Program

Activity Details

American Statistical Association