Keyword Search
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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: heterogeneity returned 36 record(s)
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Sunday, 07/30/2017
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Constructing a Confidence Interval for the Fraction Who Benefit from Treatment Using Randomized Trial Data
Emily Huang, Johns Hopkins University Department of Biostatistics; Ethan Fang, Pennsylvania State University; Daniel Hanley, Johns Hopkins Division of Brain Injury Outcomes; Michael Rosenblum, Johns Hopkins University
2:50 PM
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Addressing Between-Study Heterogeneity and Cross Platform Data Integration for Gene Signature Selection and Clinical Prediction
Naim Rashid, University of North Carolina at Chapel Hill; Quefeng Li, The University of North Carolina at Chapel Hill; Joseph G Ibrahim, UNC
3:20 PM
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Estimation of Hepatocellular Cancer Cytokine Networks While Accounting for Biological Heterogeneity Using Bayesian Edge Regression for Undirected Graphs
Zeya Wang, Rice University; Veera Baladandayuthapani, University of Texas MD Anderson Cancer Center; Wenyi Wang, University of Texas MD Anderson Cancer Center; Jeffrey S. Morris, The University of Texas M.D. Anderson Cancer Center
4:20 PM
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Adaptive Large-Scale Testing under Heterogeneity Sparsity
Xiang Lyu, Purdue University; Guang Cheng, Purdue
4:20 PM
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Additive Partially Linear Models for Massive Heterogeneous Data
Binhuan Wang, New York University School of Medicine; Yixin Fang, New Jersey Institute of Technology; Heng Lian, City University of Hong Kong; Hua Liang , George Washington University
4:35 PM
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Measures of Intra-Tumor Heterogeneity and Their Prognostic Utilities
Ning Xu, New York University; Yongzhao Shao, New York University-School of Medicine
5:05 PM
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Multiply Robust Estimation for Causal Treatment Effect and Average Treatment Effect Among Treated When Treatment Heterogeneity Exists
Lu Wang, University of Michigan; Peisong Han, University of Waterloo; Daniel Almirall, University of Michigan
5:05 PM
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Exploring Effect Heterogeneity in Multi-Centre Trials with First-Party Measurements of Mediators and Confounders
David Judkins, Abt Associates, Inc.
5:20 PM
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Monday, 07/31/2017
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Improving Power in Group Sequential, Randomized Trials by Adjusting for Prognostic Baseline Variables and Short-Term Outcomes
Tianchen Qian, Johns Hopkins University; Michael Rosenblum, Johns Hopkins University; Huitong Qiu, Vatic Lab
8:35 AM
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Quantifying Publication Bias in Meta-Analysis
Lifeng Lin, University of Minnesota; Haitao Chu, University of Minnesota
10:05 AM
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An Alternative Method for Measuring Willingness-To-Pay Using Truncated Distributions of Heterogeneity
Adam Smith, The Ohio State University; Dong Soo Kim, The Ohio State University; Mingyu Joo, The Ohio State University
11:35 AM
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PCORI: Advancing Methods for Analyzing Electronic Health Records Data
David H. Hickam, Patient Centered Outcomes Research Institute
2:05 PM
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Predictive Evidence Threshold Scaling: Does the Evidence Meet a Confirmatory Standard?
Satrajit Roychoudhury, Pfizer Inc; Beat Neuenschwander, Novartis Pharma AG; Michael Branson, Novartis Pharma AG
2:20 PM
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Tuesday, 08/01/2017
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Inferring Intra-Tumor Heterogeneity by Jointly Modeling Copy Number Aberrations and Somatic Point Mutations
Chong Jin; Wei Sun, Fred Hutchinson Cancer Research Center; Mengjie Chen, Department of Medicine, University of Chicago
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A Bayesian Approach for Instrumental Variable Analysis
Samrachana Adhikari, Harvard Medical School; Sharon-Lise Normand, Harvard Medical School
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Pharmacogenetic Pooled vs. Meta-Analyses in the Presence of Between-Study Heterogeneity
Julie Kobie, Merck Research Laboratories; Jialin Xu, Merck Research Laboratories
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Inference in an Instrumental Variables Model with Heterogeneous Treatment Effects and Many Instruments
Michal Kolesar, Princeton University; Kirill Evdokimov, Princeton University
8:35 AM
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Learning heterogeneity in causal inference using sufficient dimension reduction
Wenbo Wu, University of Oregon; Wei Luo, Baruch College; Yeying Zhu, University of Waterloo
9:25 AM
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A Distributed Analysis Method for Detecting Genetic Interactions for Complex Diseases in Large Research Consortia
Yulun Liu, University of Pennsylvania; Jing Huang, University of Pennsylvania; Elisabetta Manduchi, University of Pennsylvania; Paul Scheet, The University of Texas MD Anderson Cancer Center; Jason Moore, University of Pennsylvania; Yong Chen, University of Pennsylvania
9:35 AM
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BayesMP: a Bayesian Approach for Transcriptomic Meta-Analysis and Gene Module Detection
Chi Song; Zhiguang Huo, University of Pittsburgh; George Tseng, University of Pittsburgh
10:50 AM
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Explaining Preference Heterogeneity with Mixed Membership Modeling
Marc Dotson, Brigham Young University
2:05 PM
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Iteratively Adjusted Surrogate Variable Analysis (IA-SVA) Uncovers Hidden Heterogeneity in Bulk and Single Cell Transcriptomic Data
Donghyung Lee
2:50 PM
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Dimension Reduction in the Study of Etiologic Heterogeneity
Emily Zabor, Memorial Sloan Kettering Cancer Center; Colin Begg, Memorial Sloan Kettering Cancer Center
3:35 PM
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Wednesday, 08/02/2017
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Statistical Challenges in Precision Medicine: Focus on Psychiatric Genetics
Joanna Biernacka, Mayo Clinic
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Meta-Analysis of Population Heterogeneity in the IBD Gut Microbiome
Siyuan Ma; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
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Density Deconvolution Using the Phase Function with Unknown and Heterogeneous Measurement Errors
Linh Hoang Nghiem, Southern Methodist University; Cornelis Potgieter, Southern Methodist University
8:35 AM
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Estimating Individual Treatment Effect in Observational Data Using Random Forest Methods
Hemant Ishwaran, University of Miami
9:00 AM
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Estimation in Multisite Randomized Trials with Heterogeneous Treatment Effects
Daniel Schwartz, University of Chicago; Stephen Raudenbush, University of Chicago
9:20 AM
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Stochastic Optimization of Adaptive Enrichment Designs for Two Subpopulations
Michael Rosenblum, Johns Hopkins University; Aaron Fisher, Harvard University-Department of Biostatistics; Joshua A Betz, Johns Hopkins University; Jon Steingrimsson, Johns Hopkins University
9:35 AM
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Meta-Analysis of Population Heterogeneity in the IBD Gut Microbiome
Siyuan Ma; Curtis Huttenhower, Harvard T.H. Chan School of Public Health
9:45 AM
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Conditional and Unconditional ANOVA Tests: An Empirical Comparison of Type I Error Control and Statistical Power under Variance Heterogeneity and Non-Normality
Zhiyao Yi, University of South Florida; Yan Wang , University of South Florida; Thanh Pham, University of South Florida; Diep Nguyen, University of South Florida; Yue Yin, University of South Florida; Jeffrey Kromrey, University of South Florida; Eun Sook Kim, University of South Florida; Yi-Hsin Chen, University of South Florida
10:05 AM
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A Study of Some Alternative Statistical Methods for the Characterization of Tumor Risk Based on PET Imaging Data
Eric Wolsztynski, University College Cork; Tian Mou, University College Cork; Mark Muzi, UW-Radiology, Neurology & RadOnc; Finbarr O'Sullivan, University College Cork
10:35 AM
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Testing for Genetic Association in Case-Control Studies Incorporating Multivariate Disease Characteristics
Haoyu Zhang, Johns Hopkins Bloomberg SPH; Thomas U. Ahearn, National Cancer Institute Division of Cancer Epidemiology & Genetics; Montserrat García-Closas, National Cancer Institute Division of Cancer Epidemiology & Genetics; Nilanjan Chatterjee, Johns Hopkins University
2:25 PM
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Two-Layer Heterogeneity Model for Massive Data
Ching-Wei Cheng, Purdue University; Guang Cheng, Purdue
2:50 PM
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