JSM 2017 Online Program

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

Activity Details

13 * !	Sun, 7/30/2017, 2:00 PM - 3:50 PM	CC-339
Big Data and Biology in Mental Health Statistics — Invited Papers
Mental Health Statistics Section , Section on Statistics in Imaging
Organizer(s): Catherine Ann Sugar, University of California, Los Angeles, Wesley Kurt Thompson, UCSD
Chair(s): Rui Yang, Chiltern International Inc
2:05 PM	Template-Based Independent Component Analysis of fMRI: Reliable and Efficient Estimation of Subject-Level Resting-State Networks — Amanda Mejia, Indiana University ; Ying Guo, Emory University
2:30 PM	Key Issues in Analyzing Big Data for Mental Health Studies: An Illustration Using Functional Data Analysis Methods for EEG — Catherine Ann Sugar, University of California, Los Angeles
2:55 PM	Multi-Level Bayesian Models for Psychiatric and Brain Imaging Data — Wesley Kurt Thompson, UCSD
3:20 PM	Discussant: Robert M. Bilder, UCLA
3:45 PM	Floor Discussion

70 * !	Sun, 7/30/2017, 4:00 PM - 5:50 PM	CC-317
Utilizing High-Dimensional and Complex Data in Personalized Medicine — Contributed Papers
Mental Health Statistics Section , Section on Statistics in Imaging
Chair(s): Himel Mallick, Harvard University
4:05 PM	Assessing Latent Dimensionality of a Symptom Battery in a Sample with Many Subjects Exhibiting No Symptoms — William Christensen, Brigham Young University ; Melanie M Wall, Columbia University ; Irini Moustaki, London School of Economics
4:20 PM	Sequential Outcome-Weighted Multicategory Learning for Estimating Optimal Individualized Treatment Rules — Xuan Zhou
4:35 PM	Empirical Likelihood Estimator of Causal Effect under Subclassification — Junvie Pailden, Southern Illinois University Edwardsville
4:50 PM	Integrating Multiple-Domain Rules for Disease Classification: With Application to Developing Criteria Sets for Mental Disorders — Christine Mauro, Columbia University ; M. Katherine Shear, Columbia University ; Yuanjia Wang , Columbia University
5:05 PM	An Integrative Genomics Approach to Infer Gene Expression Statistical Causal Network — Akram Yazdani, Icahn School of Medicine at Mount Sinai ; Azam Yazdani, The University of Texas School of Public Health, Houston ; Panos Roussos, Icahn School of Medicine at Mount Sinai
5:20 PM	Multivariate Analysis of Functional Magnetic Resonance Imaging (fMRI) Data — Abera Wouhib, NIMH/NIH
5:35 PM	Evaluation of Brain Activation Changes in Functional Magnetic Resonance Imaging Data Using Cluster Analysis — Arunava Samaddar, University of Georgia

86	Mon, 7/31/2017, 7:00 AM - 8:15 AM	CC-Ballroom II
Mental Health Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Hongyuan Cao, University of Missouri-Columbia
ML03:	Challenges and Opportunities in Functional Neuroimaging — Nicole Lazar, University of Georgia

94 * !	Mon, 7/31/2017, 8:30 AM - 10:20 AM	CC-314
Suicidal Ideation, Behavior, and Risk: Assessing Mediating Factors and Designing Interventions — Invited Papers
Biometrics Section , Mental Health Statistics Section , ENAR
Organizer(s): Pilar Lim, Janssen Research & Development, LLC
Chair(s): Pilar Lim, Janssen Research & Development, LLC
8:35 AM	Mediation, Interaction, and Causation in the Associations Between Religious Service Attendance and Suicide — Tyler J. VanderWeele, Harvard University
9:00 AM	Childhood Depression, Adolescent Alcohol Use and Suicide Attempt: An Exploration of Moderated Mediation — Rashelle Jean Musci, Johns Hopkins Bloomberg School of Public Health ; Trang Q Nguyen, Johns Hopkins Bloomberg School of Public Health ; Nicholas Ialongo, Johns Hopkins Bloomberg School of Public Health ; Holly Wilcox, Johns Hopkins School of Medicine
9:25 AM	An Ordinal Mediation Analysis to Assess the Extent to Which a Change in Suicide Risk Is Mediated by or Independent of Improvement in Depression Symptoms — Yun Zhang, Janssen Research & Development, LLC ; Rosanne Lane, Janssen Research & Development, LLC ; Pilar Lim, Janssen Research & Development, LLC
9:50 AM	Discussant: Elizabeth Stuart, Johns Hopkins University
10:15 AM	Floor Discussion

119	Mon, 7/31/2017, 8:30 AM - 10:20 AM	CC-323
SPEED: Bayesian Methods Student Awards — Contributed Speed
Section on Bayesian Statistical Science , Mental Health Statistics Section , International Society for Bayesian Analysis (ISBA) , Section on Statistics in Imaging , Section on Statistics in Genomics and Genetics
Chair(s): Valarie Jo Bell, Texas Woman's University
8:35 AM	Application of Multidimensional Time Model for PDF to Experimental and Statistical Investigations into Statistical Randomness and Normality of Pi Sqrt2 Etc — Michael Fundator, National Academy of Sciences
8:40 AM	Biomarker Detection and Categorization in RNA-Seq Meta-Analysis Using Bayesian Hierarchical Model — Tianzhou Ma, Department of Biostatistics, University of Pittsburgh ; Faming Liang, University of Florida ; George Tseng, University of Pittsburgh
8:45 AM	Support Points: a New Way to Compact Distributions, with an Application to Optimal MCMC Reduction — Simon Mak, Georgia Institute of Technology ; V. Roshan Joseph, Georgia Institute of Technology
8:50 AM	A Bayesian Approach to Dynamic Functional Connectivity in fMRI Data — Ryan Warnick, Rice University ; Marina Vannucci, Rice University ; Michele Guindani, University of California, Irvine ; Erik Erhardt, University of New Mexico ; Elena Allen, Medici Technologies ; Vince Calhoun, University of New Mexico
8:55 AM	Heterogeneous Reciprocal Graphical Models — Yang Ni ; Peter Mueller, UT Austin ; Yitan Zhu, NorthShore University HealthSystem ; Yuan Ji, NorthShore University HealthSystem/University of Chicago
9:00 AM	A Nonparametric Bayesian Approach to Copula Estimation — Shaoyang Ning ; Neil Shephard, Professor and Chair, Harvard Statistics Department
9:05 AM	A Geometric Variational Approach to Bayesian Inference — Abhijoy Saha, Department of Statistics, The Ohio State University ; Karthik Bharath, University of Nottingham ; Sebastian Kurtek, The Ohio State University
9:10 AM	Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines — Devin Francom, Lawrence Livermore National Laboratory ; Bruno Sanso, University of California Santa Cruz ; Ana Kupresanin, Lawrence Livermore National Laboratory
9:15 AM	A Bayesian Mixture Model for Clustering and Selection of Feature Occurrence Rates Under Mean Constraints — Qiwei Li, Rice University ; Michele Guindani, University of California, Irvine ; Brian Reich, NCSU ; Howard Bondell, NC State University ; Marina Vannucci, Rice University
9:20 AM	Semiparametric Bayesian Regression for Multivariate Skewed Responses — Apurva Bhingare
9:30 AM	Finding Multiple Outcomes with Similar Linear Models — Tanzy Love, University of Rochester ; Amy LaLonde, University of Rochester
9:35 AM	Granger Mediation Analysis of Functional Magnetic Resonance Imaging Time Series — Yi Zhao, Brown University ; Xi Luo, Brown University
9:40 AM	Bayesian Methods for Discovering Structure in Neural Spike Trains — Scott Linderman
9:45 AM	On some distributional properties of hierarchical processes — Federico Camerlenghi, University of Bologna ; Antonio Lijoi, Bocconi University ; Igor Pruenster, Bocconi University
9:50 AM	Bayesian Predictive Synthesis for Probabilistic Forecast Calibration and Combination — Matt Johnson, Duke University ; Mike West, Duke University
9:55 AM	Bayesian Estimation and Uncertainty Quantification in Differential Equation Models — Prithwish Bhaumik, Quantifind Inc.
10:00 AM	Stagewise Generalized Estimating Equations with Applications to Suicide Prevention — Gregory Vaughan, Department of Statistics, University of Connecticut ; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center ; Kun Chen, Department of Statistics, University of Connecticut ; Jun Yan, University of Connecticut
10:05 AM	Failure of Conjugate Priors for MAP Estimation with Unknown Variance — Gemma Moran, Wharton Department of Statistics ; Veronika Rockova, University of Chicago ; Edward I. George, Wharton, University of Pennsylvania
10:10 AM	Bayesian Analysis of Time Series with Irregular or Latent Observation Times — Aaron Springford, Queen's University ; David Thomson, Queen's University
10:15 AM	Detecting Earthquake Epicenter Temporal Patterns via Dirichlet Process — Meredith Ray, University of Memphis ; Dale Bowman, University of Memphis ; Roy Von Arsdale, University of Memphis ; Hongmei Zhang, University of Memphis

183	Mon, 7/31/2017, 10:30 AM - 11:15 AM	CC-Halls A&B
SPEED: Bayesian Methods Student Awards — Contributed Poster Presentations
Section on Bayesian Statistical Science , Mental Health Statistics Section , International Society for Bayesian Analysis (ISBA) , Section on Statistics in Imaging
Chair(s): Jessi Cisewski, Yale University
17:	Application of Multidimensional Time Model for PDF to Experimental and Statistical Investigations into Statistical Randomness and Normality of Pi Sqrt2 Etc — Michael Fundator, National Academy of Sciences
18:	Biomarker Detection and Categorization in RNA-Seq Meta-Analysis Using Bayesian Hierarchical Model — Tianzhou Ma, Department of Biostatistics, University of Pittsburgh ; Faming Liang, University of Florida ; George Tseng, University of Pittsburgh
19:	Support Points: a New Way to Compact Distributions, with an Application to Optimal MCMC Reduction — Simon Mak, Georgia Institute of Technology ; V. Roshan Joseph, Georgia Institute of Technology
20:	A Bayesian Approach to Dynamic Functional Connectivity in fMRI Data — Ryan Warnick, Rice University ; Marina Vannucci, Rice University ; Michele Guindani, University of California, Irvine ; Erik Erhardt, University of New Mexico ; Elena Allen, Medici Technologies ; Vince Calhoun, University of New Mexico
21:	Heterogeneous Reciprocal Graphical Models — Yang Ni ; Peter Mueller, UT Austin ; Yitan Zhu, NorthShore University HealthSystem ; Yuan Ji, NorthShore University HealthSystem/University of Chicago
22:	A Nonparametric Bayesian Approach to Copula Estimation — Shaoyang Ning ; Neil Shephard, Professor and Chair, Harvard Statistics Department
23:	A Geometric Variational Approach to Bayesian Inference — Abhijoy Saha, Department of Statistics, The Ohio State University ; Karthik Bharath, University of Nottingham ; Sebastian Kurtek, The Ohio State University
24:	Sensitivity Analysis and Emulation for Functional Data Using Bayesian Adaptive Splines — Devin Francom, Lawrence Livermore National Laboratory ; Bruno Sanso, University of California Santa Cruz ; Ana Kupresanin, Lawrence Livermore National Laboratory
25:	A Bayesian Mixture Model for Clustering and Selection of Feature Occurrence Rates Under Mean Constraints — Qiwei Li, Rice University ; Michele Guindani, University of California, Irvine ; Brian Reich, NCSU ; Howard Bondell, NC State University ; Marina Vannucci, Rice University
26:	Semiparametric Bayesian Regression for Multivariate Skewed Responses — Apurva Bhingare
27:	Finding Multiple Outcomes with Similar Linear Models — Tanzy Love, University of Rochester ; Amy LaLonde, University of Rochester
28:	Granger Mediation Analysis of Functional Magnetic Resonance Imaging Time Series — Yi Zhao, Brown University ; Xi Luo, Brown University
29:	Bayesian Methods for Discovering Structure in Neural Spike Trains — Scott Linderman
30:	On some distributional properties of hierarchical processes — Federico Camerlenghi, University of Bologna ; Antonio Lijoi, Bocconi University ; Igor Pruenster, Bocconi University
31:	Bayesian Predictive Synthesis for Probabilistic Forecast Calibration and Combination — Matt Johnson, Duke University ; Mike West, Duke University
32:	Bayesian Estimation and Uncertainty Quantification in Differential Equation Models — Prithwish Bhaumik, Quantifind Inc.
33:	Stagewise Generalized Estimating Equations with Applications to Suicide Prevention — Gregory Vaughan, Department of Statistics, University of Connecticut ; Robert Aseltine, Division of Behavioral Science and Community Health, UConn Health Center ; Kun Chen, Department of Statistics, University of Connecticut ; Jun Yan, University of Connecticut
34:	Failure of Conjugate Priors for MAP Estimation with Unknown Variance — Gemma Moran, Wharton Department of Statistics ; Veronika Rockova, University of Chicago ; Edward I. George, Wharton, University of Pennsylvania
35:	Bayesian Analysis of Time Series with Irregular or Latent Observation Times — Aaron Springford, Queen's University ; David Thomson, Queen's University
36:	Detecting Earthquake Epicenter Temporal Patterns via Dirichlet Process — Meredith Ray, University of Memphis ; Dale Bowman, University of Memphis ; Roy Von Arsdale, University of Memphis ; Hongmei Zhang, University of Memphis
The Speed portion will take place during Session 214516

233 * !	Mon, 7/31/2017, 2:00 PM - 3:50 PM	CC-329
Innovations in Inferential and Design Strategies in Mental Health Research — Contributed Papers
Mental Health Statistics Section
Chair(s): Ramalingam Shanmugam, Texas State University
2:05 PM	The Role of Intermediate Observations When Outcome Data Are Missing in Longitudinal Randomized Clinical Trials — Joseph Rausch, Nationwide Children's Hospital
2:20 PM	Multivariate Network Meta-Analysis to Mitigate the Effects of Outcome Reporting Bias — Hyunsoo Hwang, UTHealth SPH ; Stacia M DeSantis, UTHealth SPH
2:35 PM	Accuracy in Parameter Estimation for a General Class of Effect Sizes: a Sequential Approach — Ken Kelley, University of Notre Dame ; Francis B. Darku, University of Texas - Dallas ; Bhargab Chattopadhyay, Indian Institute of Information Technology - Vadodara
2:50 PM	Sample Size Determination for Number of Patient Interviews When Developing a PRO Using Qualitative Research Based on the FDA PRO Guidance — Chris Barker, Statistical Planning and Analysis Services, Inc.
3:05 PM	Accelerated Failure Time Models for Semi-Competing Risks Data in the Presence of Complex Censoring — Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health ; Kyu Ha Lee, The Forsyth Institute
3:20 PM	Floor Discussion

214759	Tue, 8/1/2017, 7:00 AM - 8:30 AM	H-Calloway B
Mental Health Statistics Section Executive Committee Meeting — Other Cmte/Business
Mental Health Statistics Section
Chair(s): Elizabeth Stuart, Johns Hopkins Bloomberg School of Public Health

329 * !	Tue, 8/1/2017, 10:30 AM - 12:20 PM	CC-347
Advances of Statistical Methodologies in Mental Health and Related Field: Some Recent Issues and Solutions — Topic Contributed Papers
Mental Health Statistics Section
Organizer(s): Shrabanti Chowdhury, Wayne State University
Chair(s): Prithish Banerjee, Wayne State University School of Medicine
10:35 AM	A Non-Inferiority Test Based on Balanced Simultaneous Confidence Sets — Santu Ghosh, Augusta University
10:55 AM	Use of Historical Information via Bayesian Approach in Non-Inferiority Trial: With Application in Mental Health — Samiran Ghosh, Wayne State University - Detroit, MI ; Santu Ghosh, Augusta University
11:15 AM	Propensity-Score-Based Priors for Bayesian Augmented Control Design — Junjing Lin, AbbVie ; Margaret Gamalo-Siebers, Eli Lilly ; Ram Tiwari, FDA/CDER/OT/OB
11:35 AM	Multiple Testing with Close to Equally Correlated Correlation Structure — Boris Zaslavsky, FDA/CBER
11:55 AM	Bayesian Approaches for Modeling Functional Connectivity in Neuroimaging — Sanjib Basu, University of Illinois At Chicago ; Nairita Ghosal, University of Illinois at Chicago
12:15 PM	Floor Discussion

333	Tue, 8/1/2017, 10:30 AM - 12:20 PM	CC-323
SPEED: Biopharmaceutical Statistics, Medical Devices, and Mental Health — Contributed Speed
Biopharmaceutical Section , Section on Medical Devices and Diagnostics , Mental Health Statistics Section , Social Statistics Section , International Indian Statistical Association
Chair(s): Abie Ekangaki, UCB Biopharma SPRL
10:35 AM	Missing Data Imputation Strategies for Different Estimands in Clinical Trials — Ye Tan, Pfizer ; Steven Gilbert, Pfizer Inc.
10:40 AM	A Case Study Evaluating Time Varying Covariate and Competing Risk for Efficacy Evaluation in Survival Analyses — Yang Xu, BioStat Solutions, Inc.
10:50 AM	Subgroup Analyzes with Survival Data in Retrospective Cohort Studies — Rima Izem, Food and Drug Administration ; Jiemin Lao, Sphere Institute ; Mao Hu, Acumen LLC ; Yuqin Wei, Sphere Institute ; Michael Wernecke, Acumen LLC ; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS) ; David J Graham, Food and Drug Administration
10:55 AM	Social Media and Clinical Trials — Darcy Hille, Merck ; T. Ceesay, Merck & Co, Inc.
11:00 AM	Propensity Score Methods for Analysis Time-To-Event Data — Haiying Lin
11:05 AM	Modeling Transcranial Magnetic Stimulation-Driven Stimulus-Response Curves — Caitlin I. Steiner, Department of Statistics, University of Virginia ; Sahana N. Kukke, Department of Biomedical Engineering, The Catholic University of America ; Nivethida Thirugnanasambandam, Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological ; Mark Hallett, Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological ; Daniel M. Keenan, Department of Statistics, University of Virginia
11:10 AM	Parsimonious Modeling for Kinematic Data — Md Islam, North Carolina State University ; Jonathan W. Stallings, North Carolina State University
11:20 AM	Developing a Performance Sustaining Decoder for a Brain Computer Interface Controlled Neuroprosthetic Device — David Friedenberg, Battelle Memorial Institute ; Mingming Zhang, Battelle ; Michael Schwemmer, Battelle ; Nick Annetta, Battelle ; Marcia Bockbrader, Center for Neuromodulation, The Ohio State University & Department of Physical Medicine an ; Chad Bouton, Battelle (currently at Feinstein Institute for Medical Research) ; Ali Rezai, Center for Neuromodulation, The Ohio State University ; W. Jerry Mysiw, Department of Physical Medicine and Rehabilitation, The Ohio State University ; Herbert Bresler, Battelle ; Gaurav Sharma, Battelle
11:25 AM	Combining Different Data Sources in Accelerometry Study — Jiawei Bai, Johns Hopkins University ; Chongzhi Di, Fred Hutchinson Cancer Research Center ; Ciprian M Crainiceanu, Johns Hopkins University
11:30 AM	Repeated Cross-Sectional Surveys: Accounting for Instrumentation Changes — John Bunker, RTI International ; Marcus Berzofsky, RTI International
11:35 AM	Survival Analysis on a Social Network — SONG Fangda, The Chinese University of Hong Kong ; Yingying Wei, The Chinese University of Hong Kong
11:40 AM	Social Network Impact on Family Planning Use in Benin — Theresa Y Kim, Maryland Population Research Center ; Kimberly A Ashburn, Elizabeth Glaser Pediatric AIDS Foundation ; Rebecka I Lundgren, Institute for Reproductive Health, Georgetown University ; Susan M Igras, Institute for Reproductive Health, Georgetown University
11:45 AM	Assessing the Combination of Evidence Through a Probabilistic Graphical Model — Amanda Luby, Carnegie Mellon University ; Anjali Mazumder, Carnegie Mellon University
11:50 AM	Identifying Latent Structures in Restricted Latent Class Models — Zhuoran Shang, University of Minnesota ; Gongjun Xu, University of Michigan
11:55 AM	On the Hazard Function of Kumaraswamy Distribution and Associated Inference — Rajarshi Dey, University of South Alabama ; Nutan Mishra, University of south alabama
12:00 PM	Floor Discussion

363	Tue, 8/1/2017, 12:30 PM - 1:50 PM	CC-Ballroom II
Mental Health Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Hongyuan Cao, University of Missouri-Columbia
TL15:	Precision Medicine Opportunities in Mental Health — Michael R Kosorok, University of North Carolina at Chapel Hill

385 * !	Tue, 8/1/2017, 2:00 PM - 3:50 PM	CC-303
Machine Learning in Mental Health Research — Invited Papers
Mental Health Statistics Section , National Institute on Drug Abuse-NIH , Section on Statistical Learning and Data Science
Organizer(s): Booil Jo, Stanford University
Chair(s): Booil Jo, Stanford University
2:05 PM	Machine Learning Methods to Improve Causal Inference — Elizabeth Stuart, Johns Hopkins University
2:25 PM	Learning with Latent Trajectory Classes — Chen-Pin Wang, UTHSCSA ; Booil Jo, Stanford University
2:45 PM	Feature Construction for Automatic Detection of Stress and Anxiety — Donna Coffman, Temple University
3:05 PM	Discussant: Michael Freed, National Institute of Mental Health/NIH
3:25 PM	Discussant: Sarah Duffy, National Institute on Drug Abuse
3:45 PM	Floor Discussion

419	Tue, 8/1/2017, 2:00 PM - 3:50 PM	CC-Halls A&B
Contributed Poster Presentations: Mental Health Statistics Section — Contributed Poster Presentations
Mental Health Statistics Section
Chair(s): Jessi Cisewski, Yale University
38:	Evaluating Paired Categorical Data When the Pairing Is Lost — Robert Neal Montgomery, The University of Kansas Medical Center ; Amber Watts, The University of Kansas ; Nicole Burns, The University of Kansas ; Eric Vidoni, The University of Kansas Medical Center ; Jonathan Mahnken, The University of Kansas Medical Center
39:	Multiple Comparisons for Racial Disparity of Mental Disorders with Stigma in Mental Health Care Use — Tzu-Cheg Kao, Uniformed Services University ; Kasi Chu, Uniformed Services University of the Health Sciences ; Shawn Garcia, Uniformed Services University of the Health Sciences ; Hela Koka, Dept of Prev Med & biostat, Uniformed Services University of the Health Sciences (USU) ; Gary Wynn, Dept of Psychiatry and Neuroscience, Center for the Study of Traumatic Stress, USUHS

423	Tue, 8/1/2017, 2:00 PM - 2:45 PM	CC-Halls A&B
SPEED: Biopharmaceutical Statistics, Medical Devices, and Mental Health — Contributed Poster Presentations
Biopharmaceutical Section , Section on Medical Devices and Diagnostics , Mental Health Statistics Section , International Indian Statistical Association , Social Statistics Section
Chair(s): Jessi Cisewski, Yale University
21:	Missing Data Imputation Strategies for Different Estimands in Clinical Trials — Ye Tan, Pfizer ; Steven Gilbert, Pfizer Inc.
22:	A Case Study Evaluating Time Varying Covariate and Competing Risk for Efficacy Evaluation in Survival Analyses — Yang Xu, BioStat Solutions, Inc.
24:	Subgroup Analyzes with Survival Data in Retrospective Cohort Studies — Rima Izem, Food and Drug Administration ; Jiemin Lao, Sphere Institute ; Mao Hu, Acumen LLC ; Yuqin Wei, Sphere Institute ; Michael Wernecke, Acumen LLC ; Jeffrey A Kelman, Centers for Medicaid and Medicare Services (CMS) ; David J Graham, Food and Drug Administration
25:	Social Media and Clinical Trials — Darcy Hille, Merck ; T. Ceesay, Merck & Co, Inc.
26:	Propensity Score Methods for Analysis Time-To-Event Data — Haiying Lin
27:	Modeling Transcranial Magnetic Stimulation-Driven Stimulus-Response Curves — Caitlin I. Steiner, Department of Statistics, University of Virginia ; Sahana N. Kukke, Department of Biomedical Engineering, The Catholic University of America ; Nivethida Thirugnanasambandam, Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological ; Mark Hallett, Human Motor Control Section, Medical Neurology Branch, National Institute of Neurological ; Daniel M. Keenan, Department of Statistics, University of Virginia
28:	Parsimonious Modeling for Kinematic Data — Md Islam, North Carolina State University ; Jonathan W. Stallings, North Carolina State University
29:	Developing a Performance Sustaining Decoder for a Brain Computer Interface Controlled Neuroprosthetic Device — David Friedenberg, Battelle Memorial Institute ; Mingming Zhang, Battelle ; Michael Schwemmer, Battelle ; Nick Annetta, Battelle ; Marcia Bockbrader, Center for Neuromodulation, The Ohio State University & Department of Physical Medicine an ; Chad Bouton, Battelle (currently at Feinstein Institute for Medical Research) ; Ali Rezai, Center for Neuromodulation, The Ohio State University ; W. Jerry Mysiw, Department of Physical Medicine and Rehabilitation, The Ohio State University ; Herbert Bresler, Battelle ; Gaurav Sharma, Battelle
30:	Combining Different Data Sources in Accelerometry Study — Jiawei Bai, Johns Hopkins University ; Chongzhi Di, Fred Hutchinson Cancer Research Center ; Ciprian M Crainiceanu, Johns Hopkins University
31:	Repeated Cross-Sectional Surveys: Accounting for Instrumentation Changes — John Bunker, RTI International ; Marcus Berzofsky, RTI International
32:	Survival Analysis on a Social Network — SONG Fangda, The Chinese University of Hong Kong ; Yingying Wei, The Chinese University of Hong Kong
33:	Social Network Impact on Family Planning Use in Benin — Theresa Y Kim, Maryland Population Research Center ; Kimberly A Ashburn, Elizabeth Glaser Pediatric AIDS Foundation ; Rebecka I Lundgren, Institute for Reproductive Health, Georgetown University ; Susan M Igras, Institute for Reproductive Health, Georgetown University
34:	Assessing the Combination of Evidence Through a Probabilistic Graphical Model — Amanda Luby, Carnegie Mellon University ; Anjali Mazumder, Carnegie Mellon University
35:	Identifying Latent Structures in Restricted Latent Class Models — Zhuoran Shang, University of Minnesota ; Gongjun Xu, University of Michigan
36:	On the Hazard Function of Kumaraswamy Distribution and Associated Inference — Rajarshi Dey, University of South Alabama ; Nutan Mishra, University of south alabama
The Speed portion will take place during Session 214535

214962	Tue, 8/1/2017, 6:00 PM - 8:00 PM	Offsite
Mental Health Statistics Section and Section on Statistics in Imaging Joint Meeting — Other Cmte/Business
Section on Statistics in Imaging , Mental Health Statistics Section
Chair(s): Martin Lindquist, Johns Hopkins University, Elizabeth Stuart, Johns Hopkins University

431	Wed, 8/2/2017, 7:00 AM - 8:15 AM	CC-Ballroom II
Mental Health Statistics Section A.M. Roundtable Discussion (Added Fee) — Roundtables AM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Hongyuan Cao, University of Missouri-Columbia
WL03:	Statistical Challenges and Possible Career Path in Aging and Dementia Research — Chengjie Xiong, Washington University School of Medicine

446 * !	Wed, 8/2/2017, 8:30 AM - 10:20 AM	CC-328
Prediction vs. Inference in Personalized Medicine — Invited Papers
Mental Health Statistics Section , IMS , Section on Risk Analysis
Organizer(s): Booil Jo, Stanford University
Chair(s): Elizabeth Stuart, Johns Hopkins University
8:35 AM	Personalizing Mobile Health Interventions — Susan A Murphy, University of Michigan
9:00 AM	Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods — Hemant Ishwaran, University of Miami
9:25 AM	Discussant: Tyler J. VanderWeele, Harvard University
9:45 AM	Discussant: Xiao-Li Meng, Harvard University
10:05 AM	Floor Discussion

535	Wed, 8/2/2017, 12:30 PM - 1:50 PM	CC-Ballroom II
Mental Health Statistics Section P.M. Roundtable Discussion (Added Fee) — Roundtables PM Roundtable Discussion
Mental Health Statistics Section
Organizer(s): Hongyuan Cao, University of Missouri-Columbia
WL14:	Statistical Challenges in Precision Medicine: Focus on Psychiatric Genetics — Joanna Biernacka, Mayo Clinic

645 *	Thu, 8/3/2017, 10:30 AM - 12:20 PM	CC-329
Causal Mediation Analysis in Advanced Settings: Longitudinal, High-Dimensional, Censored Mediations — Topic Contributed Papers
Mental Health Statistics Section , Biometrics Section , Section on Statistics in Epidemiology , ENAR
Organizer(s): Chanmin Kim, Harvard University
Chair(s): Jason A Roy, University of Pennsylvania
10:35 AM	Explaining the Total Effect in the Presence of Multiple Mediators and Interactions — Linda Valeri, Harvard University ; Andrea Bellavia, Harvard T.H. Chan School of Public Health
10:55 AM	Causal Mediation Analysis for a Proportional Hazards Model with Interval-Censored Failure Time Data — Wei Wang, Division of Biostatistics, CDRH, FDA
11:15 AM	Continuous Time Causal Mediation Analysis for Longitudinal Data — Jeffrey Albert, Case Western Reserve University
11:35 AM	Bayesian Inference for Mediation Quantities with Factual and Intervened Posterior Predictive Distributions — Leah Comment, Harvard University School of Public Health ; Linda Valeri, Harvard University ; Brent Coull, Harvard T.H. Chan School of Public Health
11:55 AM	Floor Discussion

JSM 2017 Online Program

Activity Details

ASA Meetings Department

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