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Keyword Search Criteria: heterogeneity returned 46 record(s)
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Monday, 07/30/2018
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Statistical Methods and Tools in Mental Health Studies: a Review of Scientific Rigor, Power Analyzes and Reproducibility
Abera Wouhib, National Institutes of Health
8:55 AM
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Variance of Treatment Effect, an Important Yet Difficult Parameter
Jonathan Levy, UC Berkeley
9:20 AM
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Single-Cell Gene Set Analysis with Applications in Tumor Heterogeneity
Lingling An, University of Arizona; Di Ran, University of Arizona; Nicholas Lytal, University of Arizona
11:20 AM
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Capture-Recapture Methods for Data on the Activation of Applications on Mobile Phones
Mamadou YAUCK, Universite Laval; Louis-Paul Rivest, Université Laval; Greg Rothman, NinthDecimal
2:50 PM
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Statistical Methodologies to Detect Ineffective Regional Treatment Effect in a Multiregional Trial
Hsiao-Hui Tsou, National Health Research Institutes; Yu-Chieh Cheng, National Health Research Institutes; Chin-Fu Hsiao, National Health Research Institutes
3:35 PM
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Tuesday, 07/31/2018
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Causal Inference in the Era of Personalization: Handling Complexity with Simplicity
Kosuke Imai, Princeton University; Xiao-Li Meng, Harvard University; Booil Jo, Stanford University
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Adaptively Incorporating Supplemental Information in Clinical Trials in the Presence of Population Heterogeneity
Joseph Koopmeiners, Division of Biostatistics, University of Minnesota; Ales Kotalik, University of Minnesota; David Michael Vock, University of Minnesota
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Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh
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Subset Testing and Analysis of Multiple Phenotypes
Andriy Derkach, National Cancer Institute; Ruth Pfeiffer , National Cancer Institute
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Three-Component Dissection of Tumor Cellular Heterogeneity by a Bayesian Hierarchical Model
Tao Wang, UT Southwestern Medical Center
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Using Area Under PSD to Detect the Tumor Heterogeneity Difference with Single Cell Data
Yian Chen, Moffitt Cancer Center & Research Institute; Jiannong Li, Moffitt Cancer Center & Research Institute; Inna Smalley, Moffitt Cancer Center & Research Institute; Michael J Schell, Moffitt Cancer Center & Research Institute; Keiran S Smalley, Moffitt Cancer Center & Research Institute
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Application of a Method for Identifying Disease Subtypes That Are Etiologically Heterogeneous
Emily Zabor, Memorial Sloan Kettering Cancer Center; Colin B Begg, Memorial Sloan Kettering Cancer Center
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Subset Testing and Analysis of Multiple Phenotypes
Andriy Derkach, National Cancer Institute; Ruth Pfeiffer , National Cancer Institute
8:35 AM
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Three-Component Dissection of Tumor Cellular Heterogeneity by a Bayesian Hierarchical Model
Tao Wang, UT Southwestern Medical Center
8:50 AM
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A Hidden Markov Modeling Approach for Identifying tumor Subclones in Next-Generation Sequencing Studies
Hyoyoung Choo-Wosoba, NCI/DCEG/BB; Paul S Albert, National Cancer Institute; Bin Zhu, NIH/NCI
9:05 AM
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A Multi-Step Classifier Addressing Cohort Heterogeneity Improves Performance of Prognostic Biomarkers in Three Cancer Types
Ellis Patrick, University of Sydney; Samuel Mueller, The University of Sydney; Jean Yee Hwa Yang, University of Sydney, Australia
9:35 AM
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Performance Comparison of Post-Hoc Subgroup Search Algorithms for Clinical Trials
Victor Talisa, University of Pittsburgh; (Joyce) Chung-Chou H. Chang, University of Pittsburgh
9:40 AM
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Application of a Method for Identifying Disease Subtypes That Are Etiologically Heterogeneous
Emily Zabor, Memorial Sloan Kettering Cancer Center; Colin B Begg, Memorial Sloan Kettering Cancer Center
9:55 AM
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Using Area Under PSD to Detect the Tumor Heterogeneity Difference with Single Cell Data
Yian Chen, Moffitt Cancer Center & Research Institute; Jiannong Li, Moffitt Cancer Center & Research Institute; Inna Smalley, Moffitt Cancer Center & Research Institute; Michael J Schell, Moffitt Cancer Center & Research Institute; Keiran S Smalley, Moffitt Cancer Center & Research Institute
10:10 AM
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The Impact of Different Sources of Heterogeneity on Loss of Accuracy from Genomic Prediction Models
Levi Waldron, CUNY School of Public Health
10:55 AM
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Assessment of Treatment Effects in Single Cases and Small Groups: Assumptions, Logic, Algorithm, Computations
Lev Sverdlov
11:20 AM
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Individualized Treatment Effects with Censored Data via Fully Nonparametric Bayesian Accelerated Failure Time Models
Nicholas Henderson, Johns Hopkins University
11:35 AM
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Time-Stratified LOESS Smoothers for Estimating and Testing Temporal Heterogeneity in Spatial Risk Patterns
Yannan Tang, UCI
11:35 AM
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Monitoring Vaccine Safety by Studying Temporal Trend of Adverse Events Using VAERS
Jing Huang, University of Pennsylvania; Yi Cai, Pieces Technology; Jingcheng Du, University of Texas Health Science Center; Ruosha Li, University of Texas School of Public Health; Susan S Ellenberg, University of Pennsylvania; Sean Hennessy, University of Pennsylvania; Cui Tao, University of Texas Health Science Center; Yong Chen, University of Pennsylvania
11:35 AM
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Genome-Wide Likelihood Ratio Tests Under Heterogeneity with an R Package GLRTH
Xiaoxia Han, Henry Ford Health System; Yongzhao Shao, New York University
12:05 PM
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Constructing Tumor-Specific Gene Regulatory Networks Based on Sample with Tumor Purity Heterogeneity
Pei Wang, Icahn School of Medicine at Mount Sinai ; Francesca Petralia, Icahn School of Medicine at Mount Sinai; Li Wang, Icahn School of Medicine at Mount Sinai; Jie Peng, UC Davis
2:05 PM
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Bayesian Analysis of Multivariate Crash Counts Using Copulas
Eun Sug Park, Texas A&M Transportation Institute; Man-Suk Oh, Ewha Womans University; Rosy Oh, Ewha Womans University; Jae Youn Ahn, Ewha Womans University
2:05 PM
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Tumor Heterogeneity in Hepatocellular Carcinoma and Intrahepatic Cholangiocarcinoma
Ruibin Xi, Peking University
2:30 PM
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Wednesday, 08/01/2018
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Accounting for Unobserved Covariates with Varying Degrees of Estimability in High-Dimensional Data
Chris McKennan, University of Chicago; Dan Nicolae, University of Chicago
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Statistical Methods to Associate Intra-Tumor Heterogeneity with Clinical Outcomes
Paul Little, UNC Chapel Hill; Danyu Lin, University of North Carolina; Wei Sun, Fred Hutchinson Cancer Research Center
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Quantifying Geographic Regions of Excess Stillbirth Risk in the Presence of Spatio-Temporal Heterogeneity
David Zahrieh, Mayo Clinic Rochester; Jacob J Oleson, The University of Iowa; Paul A Romitti, The University of Iowa
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Exploring Treatment Heterogeneity Using Propensity Scores
Maozhu Dai, University of California, Irvine; Hal Stern, University of California, Irvine
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Subgroup Selection in Adaptive Signature Designs of Confirmatory Clinical Trials
Zhiwei Zhang, University of California at Riverside
8:35 AM
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Flexible Locally Weighted Penalized Regression with Applications on Prediction of ADNI Clinical Scores
Peiyao Wang; Yufeng Liu, University of North Carolina at Chapel Hill; Dinggang Shen, University of North Carolina at Chapel Hill
11:55 AM
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Cell Type-Aware Differential Expression Analysis for RNA-Seq Data
Chong Jin, UNC-Chapel Hill; Wei Sun, Fred Hutchinson Cancer Research Center; Mengjie Chen, University of Chicago; Danyu Lin, University of North Carolina
2:20 PM
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Model-Based Crop Yield Forecasting: Adjustment for Within-State Heterogeneity, Covariate Selection and Variance Estimation
Habtamu Benecha, USDA National Agricultural Statistics Service; Nathan Cruze, USDA National Agricultural Statistics Service; Nell Sedransk, National Institute of Statistical Sciences (NISS)
3:20 PM
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Thursday, 08/02/2018
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A Non-Parametric Statistical Test of Null Treatment Effect in Sub-Populations
Lin Taft, GSK; Changyu Shen, Beth Israel Deaconess Medical Center, Harvard Medical School
8:35 AM
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Medication Adherence and Cost Exposure: a Story in Heterogeneity
Rahul Ladhania, Carnegie Mellon University; Amelia M Haviland, Carnegie Mellon University - Heinz College; Neeraj Sood, University of Southern California; Ateev Mehtotra, Harvard Medical School
9:05 AM
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Treatment Heterogeneity and Treatment Eligibility Estimations Using Random Forest Methods
Min Lu, University of Miami; Eugene H. Blackstone, Cleveland Clinic; Hemant Ishwaran, University of Miami
9:35 AM
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Lasso Estimation of Hierarchical Interactions for Analyzing Heterogeneous Treatment Effect
Yu Du, Johns Hopkins Bloomberg School of Public Health; Ravi Varadhan, Johns Hopkins University
9:50 AM
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Quantile Regression--Based Clustering for Panel Data
Huixia Judy Wang, The George Washington University; Yingying Zhang, Fudan University; Zhongyi Zhu, Fudan University
11:00 AM
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Individualized Dosing Sequences in Dynamic Precision Medicine for Cancer
Robert Beckman, Georgetown University
11:15 AM
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Developing Polygenic Risk Prediction Models for Cancer Subtypes Incorporating Multivariate Disease Characteristics
Haoyu Zhang, Johns Hopkins University; Thomas U. Ahearn, National Cancer Institute; Ni Zhao, Johns Hopkins University; Montserrat García-Closas, National Cancer Institute; Nilanjan Chatterjee, Johns Hopkins University
11:20 AM
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Discovering Effect Modification in Observational Studies
Dylan Small, University of Pennsylvania; Jesse Yenchih Hsu, University of Pennsylvania; Paul Rosenbaum, University of Pennsylvania; Kwonsang Lee, Harvard University; Jose Zubizarreta, Harvard University; Jeffrey Silber, University of Pennsylvania
11:50 AM
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