JSM 2016 Online Program

Sessions Were Renumbered as of May 19.

Legend:
CC-W = McCormick Place Convention Center, West Building,   CC-N = McCormick Place Convention Center, North Building
H = Hilton Chicago,   UC= Conference Chicago at University Center
* = applied session       ! = JSM meeting theme

Activity Details

3 * !	Sun, 7/31/2016, 2:00 PM - 3:50 PM	CC-W190a
Integrative Genomics Analytics for Personalized Medicine — Invited Papers
WNAR , ENAR
Organizer(s): Yen-Tsung Huang, Brown University, Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
Chair(s): Li-Xuan Qin, Memorial Sloan Kettering Cancer Center
2:30 PM	Integrative Sparse K-Means for Disease Subtype Discovery — George Tseng, University of Pittsburgh ; Zhiguang Huo, University of Pittsburgh
2:55 PM	A Penalized Multivariate Linear Mixed Effects Model for Integrative Proteo-Genomics Analysis Based on ITRAQ Data — Weiping Ma, Icahn School of Medicine at Mount Sinai ; Lin Chen, The University of Chicago ; Sung Won Han, New York University ; Hua Zhong, New York University ; Pei Wang, Icahn School of Medicine at Mount Sinai
3:20 PM	Survival Mediation Analysis Using Semiparametric Probit Models with Application to Integrative Genomics — Yen-Tsung Huang, Brown University ; Tianxi Cai, Harvard
3:45 PM	Floor Discussion

10	Sun, 7/31/2016, 2:00 PM - 3:50 PM	CC-W196b
Statistical Methods in Integrative Genomics — Invited Papers
ENAR , Section on Statistics in Imaging
Organizer(s): Heping Zhang, Yale School of Public Health
Chair(s): Yuan Jiang, Oregon State University
2:05 PM	Assessing Genomic Risk for Learning Problems with Neuroimaging Data — Heping Zhang, Yale School of Public Health ; Chintan Mehta, Yale University
2:30 PM	Network-Based Analysis of Multidimensional Cancer Omics Data — Shuangge Ma, Yale University
2:55 PM	Statistical Methods in Integrative Genomics — Lan Liu, Harvard ; Wang Miao, Peking University ; Baoluo Sun, Harvard ; James Robins, Harvard ; Eric Tchetgen Tchetgen, Harvard
3:20 PM	Instrumental Variable Regression Models Using Multiple Genetic Markers — Rui Feng, University of Pennsylvania Perelman School of Medicine ; Fan Wang, Cleveland Clinic
3:45 PM	Floor Discussion

17 * !	Sun, 7/31/2016, 2:00 PM - 3:50 PM	CC-W194b
Missing Data in Neuroscience Clinical Trials: Truth or Consequences — Topic Contributed Papers
Mental Health Statistics Section , ENAR , Biopharmaceutical Section , Committee on Applied Statisticians
Organizer(s): Pilar Lim, Janssen R&D
Chair(s): Hsien-Ming James Hung, FDA
2:05 PM	Choosing Estimands in Clinical Trials with Missing Data — Craig Mallinckrodt, Eli Lilly and Company
2:25 PM	Reference-Based Imputation Versus Dropout = Failure Imputation for Tackling Missing Data — Devan V. Mehrotra, Merck ; Fang Liu, Merck
2:45 PM	Role of Simulations in the Selection of the Primary Estimand and Statistical Methods for Handling Missing Data — Elena Polverejan, Janssen R&D
3:05 PM	Discussant: Scott Emerson, University of Washington
3:25 PM	Floor Discussion

30	Sun, 7/31/2016, 2:00 PM - 3:50 PM	CC-W195
Recent Developments in Biostatistical Research — Contributed Papers
ENAR , Biopharmaceutical Section
Chair(s): Zheng Ke, The University of Chicago
2:05 PM	A Hierarchical Approach to Multivariate Models for Global Climate Ensembles — Matthew Edwards, Newcastle University ; Stefano Castruccio, Newcastle University ; Dorit Hammerling, National Center for Atmospheric Research
2:20 PM	A Spatiotemporal Hierarchical Bayesian Model for Understanding Vectors and Vector-Borne Disease — Erica Billig, University of Pennsylvania ; Jason Roy, University of Pennsylvania ; Michael Levy, University of Pennsylvania ; Michelle Ross , University of Pennsylvania
2:35 PM	Surrogate-Guided Sampling Designs for Biomedical Natural Language Processing with Rare Outcomes — Wei Ling (Katherine) Katherine Tan, University of Washington ; Patrick Heagerty, University of Washington
2:50 PM	Accounting for Potential Measurement Errors in Environmental Preterm Studies — Yinjun Zhao, Yale University ; Shuangge Ma, Yale University
3:05 PM	Development of a Stochastic Model Using Setting the Clock Back to Zero (SCBZ) for Expected Time to Seroconversion Under Correlated Inter-Contact Times — Kannan R, Annamalai University ; Balasubramani G.K., University of Pittsburgh
3:20 PM	Functional Multiple Indicators, Multiple Causes Measurement Error Models — Carmen Tekwe, Texas A&M University ; Roger Zoh, Texas A&M University ; Raymond Carroll, Texas A&M University ; Guoyao Wu, Texas A&M University ; Fuller Bazer, Texas A&M University
3:35 PM	Floor Discussion

213438	Sun, 7/31/2016, 4:00 PM - 8:00 PM	H-PDR6
ENAR Executive Committee Meeting (Closed) — Other ICW
ENAR
Organizer(s): Scarlett Bellamy, ENAR, Jianwen Cai, ENAR

45	Sun, 7/31/2016, 4:00 PM - 5:50 PM	CC-W190a
Introductory Overview Lecture: Spatio-Temporal Data Analysis — Invited Special Presentation
ASA , ENAR , WNAR , IMS , SSC , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute
Organizer(s): Christopher Wikle, University of Missouri
Chair(s): Mevin Hooten, Colorado State University
4:05 PM	An Introduction to Spatio-Temporal Statistics: There Is No History Without Geography (and Vice Versa!) — Christopher Wikle, University of Missouri
5:45 PM	Floor Discussion

52 * !	Sun, 7/31/2016, 4:00 PM - 5:50 PM	CC-W196c
Recent Advances in Spatial and Spatio-Temporal Functional Data Analysis — Invited Papers
ENAR , Section on Statistics in Imaging , International Chinese Statistical Association
Organizer(s): Ying Sun, King Abdullah University of Science and Technology
Chair(s): Ying Sun, King Abdullah University of Science and Technology
4:05 PM	Bayesian Modeling and Inference for High-Dimensional Spatiotemporal Data Sets — Sudipto Banerjee, University of California at Los Angeles
4:30 PM	Copula Random Field with Application to Longitudinal Neuroimaging Data Analysis — Peter X. K. Song, University of Michigan ; Jian Kang, University of Michigan
4:55 PM	A Multiresolution Model for Activation and Connectivity in fMRI Data with Functional Estimation of the Haemodynamic Response — Stefano Castruccio, Newcastle University ; Hernando Ombao, University of California at Irvine ; Thomas Theussl, King Abdullah University of Science and Technology ; Marc Genton, KAUST
5:20 PM	Discussant: Doug Nychka, National Center for Atmospheric Research
5:40 PM	Floor Discussion

81	Sun, 7/31/2016, 4:00 PM - 5:50 PM	CC-W195
Clustering Methods — Contributed Papers
ENAR
Chair(s): Xuelin Huang, MD Anderson Cancer Center
4:20 PM	Characterizing and Clustering an Adult Cystic Fibrosis Patient Population — Barbara Ann Bailey, San Diego State University
4:35 PM	AC-PCA: Simultaneous Dimension Reduction and Adjustment for Confounding Variation — Zhixiang Lin, Stanford University ; Can Yang, Hong Kong Baptist University ; Hongyu Zhao, Yale University ; Wing Hung Wong, Stanford University
4:50 PM	Overlapping Community Detection in Networks via Sparse Principal Component Analysis — Jesus Daniel Arroyo Relion, University of Michigan ; Elizaveta Levina, University of Michigan
5:05 PM	An Entropy-Based Model Selection Criterion for Latent Class Analysis of Incomplete Data — Chantal Larose, SUNY New Paltz ; Ofer Harel, University of Connecticut ; Katarzyna Kordas, University of Bristol ; Dipak Dey, University of Connecticut
5:20 PM	Clustered Random Data-Swapping Method for Statistical Disclosure Limitation — Guangyu Zhang, CDC/NCHS ; Joe Fred Gonzalez, CDC/NCHS ; Anna Oganian, CDC/NCHS
5:35 PM	Floor Discussion

88	Sun, 7/31/2016, 6:00 PM - 8:00 PM	CC-Hall F1 West
The Extraordinary Power of Data — Invited Poster Presentations
Section on Statistical Learning and Data Science , Section on Statistical Graphics , Section on Statistics in Imaging , Business and Economic Statistics Section , Biometrics Section , ENAR , Section for Statistical Programmers and Analysts , Scientific and Public Affairs Advisory Committee , Section on Bayesian Statistical Science , Section on Statistics in Epidemiology , Section on Statistics in Marketing , Social Statistics Section , Statistics in Business Schools Interest Group
Chair(s): Tyler McCormick, University of Washington
1:	Communicate Better with R, R Markdown, and Shiny — Garrett Grolemund, RStudio
2:	Spectral Filtering for Spatial-Temporal Dynamics — Tian Zheng, Columbia University ; Lu Meng, Columbia University
3:	A Mixed-Effects Modeling Approach to Study the Impact of Pesticides on Farmworkers' Brain Networks Using RS-fMRI Data — Mohsen Bahrami, Virginia Tech ; Paul Laurienti, Wake Forest School of Medicine ; Thomas Arcury, Wake Forest School of Medicine ; Sean Simpson, Wake Forest School of Medicine
4:	Cascaded High-Dimensional Histograms: A Generative Approach to Density Estimation — Siong Thye Goh, MIT ; Cynthia Rudin, Duke University
5:	TV Advertising's Impact on Online Searches — Yonathan Schwarzkopf, Google ; Ying Liu, Google ; Makoto Uchida, Google ; Elissa Lee, Google ; Jim Koehler, Google
6:	Modeling Connectivity in High-Dimensional Time Series Data via Factor Analysis — Hernando Ombao, University of California at Irvine ; Yuxiao Wang, University of California at Irvine ; Chee-Ming Ting, Universiti Teknologi Malaysia
7:	Analysis of Longitudinal Multi-Sequence MRI in Multiple Sclerosis — Elizabeth M. Sweeney, Johns Hopkins Bloomberg School of Public Health ; Russell Shinohara, University of Pennsylvania ; John Muschelli, The Johns Hopkins University ; Daniel Reich , National Institute of Neurological Disorders and Stroke ; Ciprian Crainiceanu, The Johns Hopkins University ; Jonathan Gellar, Mathematica Policy Research ; Philip Reiss, New York University/University of Haifa ; Ani Eloyan, Brown University
8:	Law, Order, and Algorithms — Sharad Goel, Stanford University
9:	Defining and Estimating Reliability in Hierarchical Logistic Regression Models for Health Care Provider Profiling — Jessica Hwang, RAND Corporation ; John Adams, Kaiser Permanente ; Susan M. Paddock, RAND Corporation
10:	Probabilistic Cause-of-Death Assignment Using Verbal Autopsies — Tyler McCormick, University of Washington ; Sam Clark, University of Washington ; Zehang Li, University of Washington
11:	We Are What We Ask: Mapping the Ecosystem of Software Development Using Stack Overflow Data — David G. Robinson, Stack Overflow
12:	Data Science at Stitch Fix — Hilary Parker, Stitch Fix
13:	Text Mining on Domain Names — Kenneth E. Shirley, Amazon
14:	Fighting Fraud with Statistics! — Alyssa Frazee, Stripe
15:	Forecasting Seasonal Epidemics with Ensemble Methods and Collective Human Judgment — Logan Conrad Brooks, Carnegie Mellon University ; Sangwon Hyun, Carnegie Mellon University ; Ryan Tibshirani, Carnegie Mellon University
16:	Geometric Methods for Network Comparison and Multilevel Modeling — Anna Smith, The Ohio State University ; Catherine Calder, The Ohio State University
17:	Mixed-Effects Models for Resampled Network Statistics Improve Statistical Power to Find Differences in Functional Brain Connectivity — Manjari Narayan, Rice University ; Genevera Allen, Rice University
18:	Estimating the Causal Impact of Recommendation Systems from Observational Data — Amit Sharma, Microsoft Research ; Jake Hofman, Microsoft Research ; Duncan Watts, Microsoft Research
19:	The Future of the Journal Biostatistics — Dimitris Rizopoulos, Erasmus University Medical Center ; Jeffrey Leek, Johns Hopkins Bloomberg School of Public Health
20:	Sample Size Calculations for Micro-Randomized Trials in MHealth — Peng Liao, University of Michigan ; Ji Sun, University of Michigan ; Susan A. Murphy, University of Michigan

96	Mon, 8/1/2016, 8:30 AM - 10:20 AM	CC-W375b
Introductory Overview Lecture: Causal Inference — Invited Special Presentation
ASA , ENAR , WNAR , IMS , SSC , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute , Conference on Statistical Practice Steering Committee
Organizer(s): Judea Pearl, University of California at Los Angeles
Chair(s): Wei (Peter) Yang, University of Pennsylvania
8:35 AM	Causal Inference in Statistics: A Gentle Introduction — Judea Pearl, University of California at Los Angeles ; Elias Bareinboim, Purdue University
10:05 AM	Floor Discussion

103 * !	Mon, 8/1/2016, 8:30 AM - 10:20 AM	CC-W183c
Cancer Genomics: Intratumor Heterogeneity and Beyond — Invited Papers
ENAR
Organizer(s): Wei Sun, The University of North Carolina at Chapel Hill
Chair(s): Ran Tao, The University of North Carolina at Chapel Hill
8:35 AM	Integrating Diverse Genomics Data Sets to Improve Precision Medicine in Cancer Treatment — Hongyu Zhao, Yale University
8:55 AM	PairClone: A Bayesian Subclone Caller Based on Mutation Pairs — Tianjian Zhou, The University of Texas at Austin ; Subhajit Sengupta, NorthShore University HealthSystem ; Peter Mueller, The University of Texas at Austin ; Yuan Ji, NorthShore University HealthSystem
9:15 AM	Intratumor Heterogeneity Analysis Using High-Throughput DNA Sequencing Data — Ronglai Shen, Memorial Sloan Kettering Cancer Center ; Venkatraman Seshan, Memorial Sloan Kettering Cancer Center
9:35 AM	Estimating Tumor Purity/Ploidy and Subclone Structure Using Multiple Types of Omic Data — Chong Jin, The University of North Carolina at Chapel Hill ; Wei Sun, Fred Hutchinson Cancer Research Center ; Mengjie Chen, The University of North Carolina at Chapel Hill ; Danyu Lin, The University of North Carolina at Chapel Hill
10:15 AM	Floor Discussion

116 !	Mon, 8/1/2016, 8:30 AM - 10:20 AM	CC-W183a
What's Wrong with P-Value? — Topic Contributed Papers
ENAR , IMS , Biopharmaceutical Section , Section on Teaching of Statistics in the Health Sciences , Royal Statistical Society , Scientific and Public Affairs Advisory Committee , Conference on Statistical Practice Steering Committee , Statistics Without Borders
Organizer(s): Eugene Demidenko, Dartmouth College
Chair(s): James O'Malley, Geisel School of Medicine at Dartmouth
8:35 AM	On the Reproducibility of Psychology Experiments — Valen E. Johnson, Texas A&M University
8:55 AM	Problems with P-Value Reform: Who Can We Blame? — Regina Nuzzo, Gallaudet University
9:15 AM	P-Value Overdose in Medical Research: Problems and Solutions — J. Jack Lee, MD Anderson Cancer Center
9:35 AM	The Death of the P-Value: What's the Chance? — Philip Sedgwick, University of London
9:55 AM	P, Sorry, D-Value — Eugene Demidenko, Dartmouth College
10:15 AM	Floor Discussion

143 !	Mon, 8/1/2016, 10:30 AM - 12:20 PM	CC-W186c
Challenges and Advancement in Biomarker Evaluation for Precision Medicine — Invited Papers
ENAR
Organizer(s): Zheyu Wang, The Johns Hopkins University
Chair(s): Jing Zhang, University of Maryland
10:35 AM	List-Based Interpretable Dynamic Treatment Regimes — Yichi Zhang, North Carolina State University ; Eric Laber, North Carolina State University ; Anastasios Tsiatis, North Carolina State University ; Marie Davidian, North Carolina State University
11:00 AM	Machine-Learning Tools for Finding Biomarkers in Precision Medicine — Jonathan Hibbard, The University of North Carolina at Chapel Hill ; Michael R. Kosorok, The University of North Carolina at Chapel Hill
11:25 AM	Efficient Design and Analysis to Evaluate the Incremental Values of Novel Prognostic Markers — Yingye Zheng, Fred Hutchinson Cancer Research Center ; Tianxi Cai, Harvard
11:50 AM	Discussant: Xiao-Hua Andrew Zhou, University of Washington
12:10 PM	Floor Discussion

156 !	Mon, 8/1/2016, 10:30 AM - 12:20 PM	CC-W178a
Shedding Lights on the Hidden Structure Using Mixture Models: New Methods with Applications — Topic Contributed Papers
Section on Nonparametric Statistics , ENAR , International Chinese Statistical Association
Organizer(s): Zheyu Wang, The Johns Hopkins University
Chair(s): Charles Doss, University of Minnesota
10:35 AM	Empirical Bayesball Remixed: Empirical Bayes Methods for Longitudinal Data — Roger Koenker, University of Illinois
10:55 AM	Stochastic EM-like Algorithms for Fitting Finite Mixture of Lifetime Regression Models Under Right Censoring — Laurent Bordes ; Didier Chauveau, University of Orleans
11:15 AM	Nonparametric Identifiability of Finite Mixture Model and It's Application in Alzheimer's Disease — Zheyu Wang, The Johns Hopkins University ; Xiao-Hua Andrew Zhou, University of Washington
11:35 AM	Nonparametric Mixture Models with Conditionally Independent Multivariate Component Densities — Didier Chauveau, University of Orleans ; Vy Thuy Lynh Hoang, University of Orleans
11:55 AM	Clustering via Finite Nonparametric ICA Mixture Models — David Hunter, Penn State University ; Xiaotian Zhu, AbbVie
12:15 PM	Floor Discussion

158 * !	Mon, 8/1/2016, 10:30 AM - 12:20 PM	CC-W184d
Advanced Methodology for Genetic Data Analysis — Topic Contributed Papers
ENAR , Biopharmaceutical Section , International Chinese Statistical Association
Organizer(s): Anne Buu, University of Michigan
Chair(s): Anne Buu, University of Michigan
10:35 AM	A Unified Framework for Variance Component Estimation with Summary Statistics in Genetic Association Studies — Xiang Zhou, University of Michigan
10:55 AM	Integrative Genetical Genomics Analysis Incorporating Network Structures — Yuehua Cui, Michigan State University ; Bin Gao, Michigan State University ; Xu Liu, Michigan State University
11:35 AM	Bayesian Variable Selection: An Alternative Route to Hierarchical Gene-Environment Interactions — Cen Wu, Kansas State University ; Yu Jiang, University of Memphis ; Jinfeng Wei, Maryville University ; Shuangge Ma, Yale University
11:55 AM	An Efficient Genome-Wide Association Test for Mixed Binary and Continuous Phenotypes with Applications to Substance Abuse Research — James Yang
12:15 PM	Floor Discussion

217	Mon, 8/1/2016, 2:00 PM - 3:50 PM	CC-W375b
Late-Breaking Session I: Invest in What Works: First Steps Toward Establishing Evidence-Based Policymaking Clearinghouse — Invited Special Presentation
ASA , ENAR , WNAR , IMS , SSC , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute
Organizer(s): Sallie Keller, Virginia Tech, Amy O'Hara, U.S. Census Bureau
Chair(s): Stephanie Shipp, Virginia Tech
2:05 PM	The Evidence-Based Policy Commission Act and Its Implications for the Federal Statistical System — Shelly Wilkie Martinez, Office of Management and Budget
2:30 PM	The Role of the Census Bureau Linkage Infrastructure — Amy O'Hara, U.S. Census Bureau
2:55 PM	Pilot Evaluations Using the Census Bureau Linkage Infrastructure — Kathy Stack, Laura and John Arnold Foundation
3:20 PM	Involving the Community to Establish an Evidence-Based Clearinghouse — Jeri Metzger Mulrow, Bureau of Justice Statistics
3:45 PM	Floor Discussion

226 * !	Mon, 8/1/2016, 2:00 PM - 3:50 PM	CC-W196b
Dynamic Prediction in Clinical Survival Analysis — Invited Papers
ENAR
Organizer(s): Xuelin Huang, MD Anderson Cancer Center
Chair(s): Ruosha Li, The University of Texas Health Science Center at Houston
2:05 PM	Personalized Screening Intervals for Biomarkers Using Joint Models for Longitudinal and Survival Data — Dimitris Rizopoulos, Erasmus University Medical Center
2:30 PM	Functional Data Analysis Approach for Using Longitudinal Biomarker to Predict Disease Progression — Xuelin Huang, MD Anderson Cancer Center ; Fangrong Yan, China Pharmaceutical University/MD Anderson Cancer Center ; Xiao Lin, China Pharmaceutical University
2:55 PM	Dynamic Prediction by Landmarking in Clinical Survival Analysis — Hans C. van Houwelingen, Leiden University Medical Center
3:20 PM	Characterizing the Prognostic Potential of Dynamic Markers: Connections to Information Theory — Patrick Heagerty, University of Washington ; Jason Chao-Kang Liang, Fred Hutchinson Cancer Research Center
3:45 PM	Floor Discussion

280	Tue, 8/2/2016, 8:30 AM - 10:20 AM	CC-W375b
Introductory Overview Lecture: Data Science — Invited Special Presentation
ASA , ENAR , WNAR , IMS , SSC , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute , Section for Statistical Programmers and Analysts , Conference on Statistical Practice Steering Committee , Statistics in Business Schools Interest Group
Organizer(s): David A. van Dyk, Imperial College London
Chair(s): David A. van Dyk, Imperial College London
8:35 AM	On Mining Big Data and Social Network Analysis — Philip S. Yu, University of Illinois at Chicago
9:25 AM	On Computational Thinking and Inferential Thinking — Michael I. Jordan, University of California at Berkeley
10:15 AM	Floor Discussion

283 * !	Tue, 8/2/2016, 8:30 AM - 10:20 AM	CC-W196b
Showcase of the Power of Statistics on Evaluating Dynamic Treatment Regimes Leading Toward Personalized Health Care — Invited Papers
ENAR , International Chinese Statistical Association
Organizer(s): Lu Wang, University of Michigan
Chair(s): Lu Wang, University of Michigan
8:35 AM	Model Validation and Selection in Estimation of Adaptive Treatment Strategies — Erica E. M. Moodie, McGill University ; Michael P. Wallace, McGill University ; David A. Stephens, McGill University
9:00 AM	Adaptive Treatment Allocations for Emerging Infectious Diseases — Eric Laber, North Carolina State University ; Nicholas Meyer, North Carolina State University ; Brian J. Reich, North Carolina State University ; Krishna Pacifici, North Carolina State University ; Tao Hu, North Carolina State University
9:25 AM	Stabilized Dynamic Treatment Regimes — Yingqi Zhao, Fred Hutchinson Cancer Research Center ; Ruoqing Zhu, University of Illinois at Urbana-Champaign ; Guanhua Chen, Vanderbilt University
9:50 AM	Discussant: Peter F. Thall, MD Anderson Cancer Center
10:10 AM	Floor Discussion

325	Tue, 8/2/2016, 10:30 AM - 12:20 PM	CC-W375b
Late-Breaking Session II: Data Journalism and Statistical Expertise: An Urgent Need for Writers, Bloggers, and Journalists to Be Statistically Savvy — Invited Special Presentation
ASA , ENAR , WNAR , SSC , IMS , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute
Organizer(s): Rebecca Goldin, George Mason University
Chair(s): Rebecca Goldin, George Mason University
10:35 AM	Data Journalism and Statistical Expertise: An Urgent Need for Writers, Bloggers, and Journalists to Be Statistically Savvy — Regina Nuzzo, Gallaudet University ; Alberto Cairo, University of Miami ; Mark Hansen, David and Helen Gurley Brown Institute for Media Innovation/Columbia University ; Carl Bialik, FiveThirtyEight.com ; Katherine Hobson, Freelance Health and Science Writer
12:10 PM	Floor Discussion

337 * !	Tue, 8/2/2016, 10:30 AM - 12:20 PM	CC-W196b
Fusion Learning and Combining Inference from Diverse Complex Data Sources — Invited Papers
ENAR , IMS , International Chinese Statistical Association
Organizer(s): Regina Liu, Rutgers University
Chair(s): BRAD EFRON, Stanford University
10:35 AM	Model Calibration Utilizing Summary-Level Information from External Big Data — Nilanjan Chatterjee, The Johns Hopkins University ; Yi-Hau Chen, Academia Sinica ; Paige Maas, National Cancer Institute ; Raymond Carroll, Texas A&M University
11:00 AM	Efficient inference for genetic association studies with multiple outcomes — Hélène Ruffieux, Ecole Polytechnique Fédérale de Lausanne ; Anthony C. Davison, Ecole Polytechnique Fédérale de Lausanne ; Irina Irincheeva, Nestlé Institute of Health Sciences SA ; Jörg Hager, Nestlé Institute of Health Sciences SA
11:25 AM	Generalized Fiducial Inference for Massive Heterogeneous Data — Jan Hannig, The University of North Carolina at Chapel Hill
11:50 AM	Fusion Learning from Complex Data Sets to Efficient Goal-Directed Individualized Inference — Regina Liu, Rutgers University ; Minge Xie, Rutgers University
12:15 PM	Floor Discussion

370	Tue, 8/2/2016, 10:30 AM - 12:20 PM	CC-Hall F1 West
Contributed Poster Presentations: ENAR — Contributed Poster Presentations
ENAR
Chair(s): Genevera Allen, Rice University
1:	Variable Selection for Multistate Models in the Presence of Missing Data — Lauren J. Beesley, University of Michigan ; Jeremy M. G. Taylor, University of Michigan
2:	Selecting Covariates in Differential Expression Analysis of RNA-Seq Data — Yet Nguyen, Iowa State University ; Dan Nettleton, Iowa State University
3:	Causal Inference with Partial Interference and Right-Censored Outcomes — Sujatro Chakladar ; Michael Hudgens, The University of North Carolina at Chapel Hill
4:	Patient-Derived Model Systems: Design Considerations for Pre-Clinical Study — Laila M. Poisson, Henry Ford Health System ; Hoon Kim, MD Anderson Cancer Center ; Mary Winn, Van Andel Research Institute ; David Cherba, Van Andel Research Institute ; Claudius Mueller, George Mason University ; Emmanuel F. Petricoin, George Mason University ; Roeland Verhaak, MD Anderson Cancer Center ; Tom Mikkelsen, Henry Ford Health System ; Ana deCarvalho, Henry Ford Health System
5:	A Comparison of the Parametric Models of Expenditure Distribution for West Bengal Households — Arkopal Choudhury

213439	Tue, 8/2/2016, 12:30 PM - 4:30 PM	CC-N135
ENAR RAB and RECOM Lunch Meeting (by Invitation Only) — Other ICW
ENAR
Organizer(s): Scarlett Bellamy, ENAR, Jianwen Cai, ENAR

403 * !	Tue, 8/2/2016, 2:00 PM - 3:50 PM	CC-W196a
New Methods for Detecting Sparse and Weak Effects in Genetic/Genomic Data — Invited Papers
ENAR
Organizer(s): Zheng Ke, The University of Chicago
Chair(s): Jiashun Jin, Carnegie Mellon University
2:05 PM	Goodness-of-Fit Statistics and Testing Sparse Normal Means Revisited — Jon A. Wellner, University of Washington
2:30 PM	A Geometric Comparison of the Rejection Regions of Popular Tests in Genetic Epidemiology — Ian Barnett, Harvard ; Xihong Lin, Harvard T.H. Chan School of Public Health ; Zhonghua Liu, Harvard
2:55 PM	Adaptive Surrogate Confounding Adjustment in Genomic Mediation Analysis and an Application to GTEx Data — Lin Chen, The University of Chicago ; Fan Yang, The University of Chicago ; Brandon Pierce, The University of Chicago
3:20 PM	Detecting Rare and Weak Spikes in Large Covariance Matrices — Zheng Ke, The University of Chicago
3:45 PM	Floor Discussion

424 * !	Tue, 8/2/2016, 2:00 PM - 3:50 PM	CC-W190a
Developing PRO Instruments in Clinical Trials: Issues, Considerations, and Solutions — Topic Contributed Panel
ENAR
Organizer(s): Marian M. Strazzeri, FDA
Chair(s): Laura Lee Johnson, FDA
2:05 PM	Developing PRO Instruments in Clinical Trials: Issues, Considerations, and Solutions
Panelists:	Cheryl Coon, Outcometrix Dennis Revicki, Evidera Scott Komo, FDA/CDER Kendra DeBusk, Genentech Lisa Kammerman, AstraZeneca Stacie Hudgens, Clinical Outcome Solutions
3:45 PM	Floor Discussion

464	Wed, 8/3/2016, 8:30 AM - 10:20 AM	CC-W375b
Introductory Overview Lecture: Adaptive Clinical Trial Design — Invited Special Presentation
ASA , ENAR , WNAR , IMS , SSC , International Chinese Statistical Association , International Indian Statistical Association , Korean International Statistical Society , International Society for Bayesian Analysis (ISBA) , Royal Statistical Society , International Statistical Institute
Organizer(s): Scott Berry, Berry Consultants
Chair(s): Brian Hobbs, MD Anderson Cancer Center
8:35 AM	Bayesian Adaptive Designs — Scott Berry, Berry Consultants
10:05 AM	Floor Discussion

474 * !	Wed, 8/3/2016, 8:30 AM - 10:20 AM	CC-W180
Enrichment Strategies in Clinical Development — Invited Papers
Section on Medical Devices and Diagnostics , ENAR
Organizer(s): Hong Tian, Janssen R&D
Chair(s): Sudhakar Rao, Janssen R&D
8:35 AM	Estimation After Adaptive Population Enrichment Design — Vlad Dragalin, Janssen
9:00 AM	Adaptive Multi-Arm Multi-Stage Group Sequential Designs — Cyrus Mehta, Cytel ; Pranab Ghosh, Cytel
9:25 AM	Adaptive Enrichment Trials for Biomarker-Guided Treatments — Noah Simon, University of Washington ; Richard Macey Simon, National Cancer Institute
9:50 AM	Discussant: Richard Macey Simon, National Cancer Institute
10:10 AM	Floor Discussion

487 * !	Wed, 8/3/2016, 8:30 AM - 10:20 AM	CC-W182
Novel Statistical Methodologies for Neuroimaging Data — Topic Contributed Papers
ENAR , Biopharmaceutical Section , Section on Statistics in Imaging , International Chinese Statistical Association
Organizer(s): Ranjan Maitra, Iowa State University
Chair(s): Adam Ciarleglio, Columbia University
8:35 AM	An Assessment of Statistical Models of Complex-Valued fMRI Data — Daniel Adrian, Grand Valley State University ; Ranjan Maitra, Iowa State University ; Daniel Rowe, Marquette University
8:55 AM	Quantifying Functional Connectivity with Data-Adaptive Covariance Matrices for Multivariate Functional Data — Alexander Petersen, University of California at Davis ; Hans-Georg Mueller, University of California at Davis
9:15 AM	A Joint Modeling Approach for Treatment Response and Baseline Imaging Data — Bei Jiang ; Eva Petkova, New York University ; Thaddeus Tarpey, Wright State University ; Robert Todd Ogden, Columbia University
9:35 AM	HPRM: Hierarchical Principal Regression Model of Diffusion Tensor Bundle Statistics — Jingwen Zhang ; Hongtu Zhu, The University of North Carolina at Chapel Hill ; Joseph G. Ibrahim, The University of North Carolina at Chapel Hill
9:55 AM	SENSE-Induced Correlation in Simultaneous Multi-Slice fMRI — Daniel Rowe, Marquette University

510 * !	Wed, 8/3/2016, 10:30 AM - 12:20 PM	CC-W185d
Multi-Platform Data Integration: Network and Prediction — Invited Papers
ENAR
Organizer(s): Gen Li, Columbia University
Chair(s): Eric F. Lock, University of Minnesota
10:35 AM	Multi-Platform Integration: Pathway-Based IBAG and Gene-Specific Epigenetic Profiles — Jeffrey S. Morris, MD Anderson Cancer Center ; Elizabeth McGuffey, U.S. Naval Academy ; Yusha Liu, Rice University ; Veera Baladandayuthapani, MD Anderson Cancer Center ; Keith A. Baggerly, MD Anderson Cancer Center
11:00 AM	Using Auxiliary Information to Enhance Prediction Models with Many Covariates — Jeremy M. G. Taylor, University of Michigan ; Philip Simon Boonstra, University of Michigan ; Bhramar Mukherjee, University of Michigan
11:25 AM	Integrated Kernel Learning for Genomic Data Mining and Prediction — Xuefeng Wang, SUNY Stony Brook ; Zhenyu Zhang, SUNY Stony Brook ; Minqin Chen, SUNY Stony Brook
11:50 AM	Discussant: Sunduz Keles, University of Wisconsin - Madison
12:10 PM	Floor Discussion

213440	Wed, 8/3/2016, 12:00 PM - 2:30 PM	CC-N128
ENAR 2017 Spring Planning Lunch Meeting (Closed) — Other ICW
ENAR
Organizer(s): Scarlett Bellamy, ENAR, Jianwen Cai, ENAR

579 * !	Wed, 8/3/2016, 2:00 PM - 3:50 PM	CC-W183a
Challenges and Opportunities for Analysis of High-Dimensional and Big Data — Invited Papers
ENAR , Committee on Applied Statisticians
Organizer(s): Kevin He, University of Michigan
Chair(s): Kevin He, University of Michigan
2:05 PM	CoCoLasso for High-Dimensional Error-in-Variables Regression — Hui Zou, University of Minnesota ; Abhirup Datta, University of Minnesota
2:30 PM	Covariance-Insured Screening Methods for Ultrahigh-Dimensional Variable Selection — Yi Li, University of Michigan ; Ji Zhu, University of Michigan ; Jiashun Jin, Carnegie Mellon University ; Kevin He, University of Michigan ; Yanming Li, University of Michigan
2:55 PM	Robust Covariance Estimation for Approximate Factor Models — Jianqing Fan, Princeton ; Weichen Wang, Princeton ; Yiqiao Zhong, Princeton
3:20 PM	Discussant: Jiashun Jin, Carnegie Mellon University
3:40 PM	Floor Discussion

615	Wed, 8/3/2016, 2:00 PM - 3:50 PM	CC-W186a
Methods for Analyzing High-Dimensional Sequencing Data — Contributed Papers
ENAR , Biopharmaceutical Section
Chair(s): Shengchun Kong, Gilead Sciences
2:05 PM	Simulation Studies for Comparison of Gene-Based Association Tests — Hung-Chih Ku, DePaul University ; Chao Xing, The University of Texas Southwestern Medical Center
2:20 PM	Geometrical and Symbolic Transformation of Sequential Data — Rainhard Bengez
2:35 PM	Flexible Prior Specification Through Empirical Reparameterization in Hierarchical Models for RNA-Seq Experiments — Andrew Lithio, Iowa State University ; Dan Nettleton, Iowa State University
2:50 PM	Identify Host Genetic Variants Associated with Microbiome Composition in Large-Scale Studies — Jianxin Shi, National Cancer Institute ; Xing Hua, National Cancer Institute
3:05 PM	Conditional Inference for the Kernel Association Tests — Kai Wang, University of Iowa
3:20 PM	Cross-Validated STEPP Analysis for Biomarker Subgroup Determination Problems — Gu Mi, Eli Lilly and Company ; Tuan Stevon Nguyen, Eli Lilly and Company ; Jonathan Denne, Eli Lilly and Company
3:35 PM	Floor Discussion

625 * !	Thu, 8/4/2016, 8:30 AM - 10:20 AM	CC-W183b
New Development of Robust Learning Methods for Medical Decision Making — Invited Papers
ENAR
Organizer(s): Wenbin Lu, North Carolina State University
Chair(s): Wenbin Lu, North Carolina State University
8:35 AM	Personalized Treatment for Longitudinal Data Using Unspecified Random-Effects Model — Hyunkuen Cho, Western Michigan University ; Peng Wang, University of Cincinnati ; Annie Qu, University of Illinois at Urbana-Champaign
9:00 AM	Concordance-Assisted Learning for Estimating Optimal Individualized Treatment Regimes — Caiyun Fan, Shanghai University of Finance and Economics ; Wenbin Lu, North Carolina State University ; Rui Song, North Carolina State University ; Yong Zhou, Shanghai University of Finance and Economics
9:25 AM	Estimating the Optimal Regime to Prolong Survival in Treatment of Prostate Cancer Recurrence Using Flexible Weighting Models — Jincheng Shen, Harvard T.H. Chan School of Public Health ; Lu Wang, University of Michigan ; Jeremy M. G. Taylor, University of Michigan
9:50 AM	Quantile-Based Method for Choosing Optimal Treatments Using Biomarkers — Xiao-Hua Andrew Zhou, University of Washington
10:15 AM	Floor Discussion

674	Thu, 8/4/2016, 10:30 AM - 12:20 PM	CC-W183b
New Development of Flexible Methods for Survival Analysis — Invited Papers
ENAR , IMS , International Chinese Statistical Association , Conference on Statistical Practice Steering Committee
Organizer(s): Rui Song, North Carolina State University
Chair(s): Rui Song, North Carolina State University
10:35 AM	Variable Selection for Quantile Regression Under General Censoring Scheme — Lan Wang, University of Minnesota
11:00 AM	Maximum Likelihood Estimation for Semiparametric Models with Interval-Censored Data — Danyu Lin, The University of North Carolina at Chapel Hill
11:25 AM	Cox Model Asymptotic Distributional Theory of Weighted Estimation for Nested Case-Control Design — Bin Nan, University of Michigan ; Ross Prentics, Fred Hutchinson Cancer Research Center ; Tianxi Cai, Harvard
11:50 AM	Doubly Robust Estimation of Optimal Treatment Regime in Additive Hazards Regression — Wenbin Lu, North Carolina State University ; Suhyun Kang, North Carolina State University
12:15 PM	Floor Discussion

682 * !	Thu, 8/4/2016, 10:30 AM - 12:20 PM	CC-W186a
Modern Inference for Selected Models — Topic Contributed Papers
ENAR , Biopharmaceutical Section , International Chinese Statistical Association
Organizer(s): Yuval Benjamini, Hebrew University
Chair(s): Nancy Zhang, University of Pennsylvania
10:35 AM	Adaptive Sequential Model Selection — William Fithian, University of California at Berkeley ; Jonathan Taylor, Stanford University ; Robert Tibshirani, Stanford University ; Ryan Tibshirani, Carnegie Mellon University
10:55 AM	Measuring Bumps: Intervals for Effect Size of Selected Regions in Genomic Signal — Yuval Benjamini, Hebrew University ; Rafael A. Irizarry, Dana-Farber Cancer Institute ; Jonathan Taylor, Stanford University
11:15 AM	Selection-Adjusted Bayesian Inference in the Linear Model — Asaf Weinstein ; Jonathan Taylor, Stanford University ; Snigdha Panigrahi, Stanford University
11:35 AM	No Assumptions? No Problem! — Ryan Tibshirani, Carnegie Mellon University ; Sangwon Hyun, Carnegie Mellon University
11:55 AM	Floor Discussion

JSM 2016 Online Program

Activity Details

ASA Meetings Department

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