Keyword Search
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CC = Vancouver Convention Centre F = Fairmont Waterfront Vancouver
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: hierarchical model returned 77 record(s)
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Sunday, 07/29/2018
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Bayesian Nonparametric Hierarchical Models for Lightcurve Classification and Observation Decisions
David Edward Jones, Duke University and SAMSI; Sujit Ghosh, North Carolina State Univ.; Ana-Maria Staicu, NC State University; Ashish Mahabal, Caltech
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A Model-Based Clustering to Identify Disease-Associated SNPs
Li Xing, University of Victoria; Xuekui Zhang, University of Victoria; Yan Xu, University of Victoria; Weiliang Qiu, Brigham and Women's Hosptial/Harvard Medical School
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MHi-C: Robust Leveraging of Multi-Mapping Reads in Hi-C Analysis
Ye Zheng, University of Wisconsin Madison; Ferhat Ay, La Jolla Institute for Allergy and Immunology; Sunduz Keles, University of Wisconsin, Madison
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Statistical Approach for Investigating Change in Mutational Processes During Cancer Growth and Development
Zhi Yang, University of Southern California; Priyatama Pandey, University of Southern California; Darryl Shibata, University of Southern California; Paul Southern Marjoram, University of Southern California; Kimberly Siegmund, University of Southern California
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MHi-C: Robust Leveraging of Multi-Mapping Reads in Hi-C Analysis
Ye Zheng, University of Wisconsin Madison; Ferhat Ay, La Jolla Institute for Allergy and Immunology; Sunduz Keles, University of Wisconsin, Madison
2:40 PM
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A Model-Based Clustering to Identify Disease-Associated SNPs
Yan Xu, University of Victoria; Xuekui Zhang, University of Victoria; Weiliang Qiu, Brigham and Women's Hosptial/Harvard Medical School
3:20 PM
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Statistical Approach for Investigating Change in Mutational Processes During Cancer Growth and Development
Zhi Yang, University of Southern California; Priyatama Pandey, University of Southern California; Darryl Shibata, University of Southern California; Paul Southern Marjoram, University of Southern California; Kimberly Siegmund, University of Southern California
3:30 PM
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Spatio-Temporal Models for Big Multinomial Data Using the Conditional Multivariate Logit-Beta Distribution
Scott H. Holan, University of Missouri/U.S. Census Bureau; Jonathan R Bradley, Florida State University; Christopher K. Wikle, University of Missouri
4:05 PM
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A Bayesian Hierarchical Model for Analyzing Methylated RNA Immunoprecipitation Sequencing Data
Minzhe Zhang, University of Texas Southwestern Medical Center; Qiwei Li, University of Texas Southwestern Medical Center; Yang Xie, University of Texas Southwestern Medical Center
4:35 PM
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Bayesian Hierarchical Models and Influenza Modeling
Nehemias Ulloa, Iowa State University; Jarad Niemi, Iowa State University
4:35 PM
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Monday, 07/30/2018
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Is Joe Flacco Elite? Hierarchical Models for Player Evaluation in Team Sports
Sam Ventura, Pittsburgh Penguins; Ronald Yurko, Carnegie Mellon University; Maksim Horowitz, Carnegie Mellon University; Andrew C Thomas, Minnesota Wild
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Comparing Behavioral Dynamics Between Groups of Mice Using Hierarchical Hidden Semi Markov Models
Emmeke Aarts, Utrecht University
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Tools for Simulation-Based Uncertainty Quantification in Remote Sensing Inverse Problems
Jonathan Hobbs, Jet Propulsion Laboratory; Amy Braverman, Jet Propulsion Laboratory; Ali Behrangi, University of Arizona; Sandy Burden, University of Wollongong; Eric Fetzer, Jet Propulsion Laboratory; Kyo Lee, Jet Propulsion Laboratory; Hai Nguyen, Jet Propulsion Laboratory
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Lagged Hierarchical Semiparametric Models for Task-Based Dynamic Functional Connectivity (DFC)
Jaroslaw Harezlak, Indiana University Bloomington; Zikai Lin, Indiana University; Maria Kudela, Takeda Pharmaceuticals; Brandon Oberlin, Indiana University School of Medicine; Joaquin Goni, Purdue University; David A Kareken, Indiana University School of Medicine; Mario Dzemidzic, Indiana University School of Medicine
9:15 AM
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Tools for Simulation-Based Uncertainty Quantification in Remote Sensing Inverse Problems
Jonathan Hobbs, Jet Propulsion Laboratory; Amy Braverman, Jet Propulsion Laboratory; Ali Behrangi, University of Arizona; Sandy Burden, University of Wollongong; Eric Fetzer, Jet Propulsion Laboratory; Kyo Lee, Jet Propulsion Laboratory; Hai Nguyen, Jet Propulsion Laboratory
10:35 AM
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Methods of Monitoring Outcomes of Medical Providers
John Kalbfleisch, University of Michigan; Zhi He, University of Michigan; Lu Xia, University of Michigan; Yanming Li, University of Michigan
10:55 AM
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Estimating Unmet Need for Contraceptive Methods in the World's Poorest Countries
Leontine Alkema, University of Massachusetts Amherst; Niamh Cahill, University College Dublin; Chuchu Wei, University of Massachusetts Amherst
11:15 AM
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Bayesian Estimation Under Informative Sampling with Unattenuated Dependence
Terrance Savitsky, Bureau of Labor Statistics; Matthew Williams, SAMHSA/CBHSQ
11:20 AM
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Probabilities of Causation of Climate Changes
Alexis Hannart, Ouranos
11:25 AM
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Beyond the Black Box: Flexible Algorithm Programming for Ecological Models in NIMBLE
Christopher Paciorek, University of California, Berkeley; Colin Lewis-Beck, Iowa State University; Perry de Valpine, UC Berkeley; Daniel B. Turek, Williams College; Lauren Ponisio, UC Riverside; Nick Michaud, UC Berkeley
2:05 PM
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A Bayesian Hierarchical Framework for Pathway Analysis in Genome-Wide Association Studies
Swati Biswas, University of Texas at Dallas; Lei Zhang, University of Texas at Dallas; Pankaj Choudhary, University of Texas at Dallas
2:05 PM
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A Meta-Analysis to Indirectly Compare Experimental Drugs Across Multiple Indications Using a Bayesian Hierarchical Model
Ji Lin, Eli Lilly; Jingyi Liu, Eli Lilly; Zachary Thomas, Eli Lilly; Yumin Zhao, Eli Lilly & Co.; Mythili Koneru, Eli Lilly
2:05 PM
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A Bayesian Multilevel Dirichlet Regression Model for Adolescent Activity Pattern Data
Kori Khan, Ohio State; Catherine Calder, The Ohio State University; Anna Smith, Columbia University; Christopher Browning, The Ohio State University
2:35 PM
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Hierarchical Computing for Hierarchical Models in Ecology
Mevin Hooten, Colorado State University
2:45 PM
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Zero-Inflated Generalized Dirichlet Multinomial (ZIGDM) Regression Model for Microbiome Compositional Data
Zheng-Zheng Tang, University of Wisconsin-Madison; Guanhua Chen, University of Wisconsin-Madison
2:50 PM
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Modeling Your Way Out of Hierarchical Models in Ecology
Ephraim Hanks, The Pennsylvania State University
3:05 PM
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Bayesian Latent Hierarchical Model for Transcriptomic Meta-Analysis to Detect Biomarkers with Clustered Meta-Patterns of Differential Expression Signals
Zhiguang Huo, University of Florida; Chi Song, Ohio State University; George Tseng, University of Pittsburgh
3:05 PM
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Multiethnic Joint Analysis of Marginal SNP Effects
David Conti, University of Southern California; Kan Wang, University of Southern California; Chris Haiman, University of Southern California; Paul Newcombe, MRC Biostatistics Unit
3:05 PM
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Bayesian Applications for Extrapolation from Adult to Pediatric Data
Amy Xia, Amgen
3:05 PM
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Not All Hierarchical Models Are Created Equal: Interpretation, Model Adequacy and Statistical Computation
Matthew Schofield, University of Otago; Richard Barker, University of Otago
3:25 PM
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Tuesday, 07/31/2018
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Interpretable Statistical Machine Learning for Validation and Uncertainty Quantification of Complex Models
Ana Kupresanin, Lawrence Livermore National Laboratory
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Bayesian Hierarchical Models for Voxel-Wise Classification of Prostate Cancer Using Nearest-Neighbor Gaussian Process
Jin Jin, Division of Biostatistics, University of Minnesota; Joseph Koopmeiners, Division of Biostatistics, University of Minnesota; Gregory Metzger, University of Minnesota; Ethan Leng, University of Minnesota
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Robust estimation in the presence of deviations from linearity in small domain models
Julie Gershunskaya, U.S. Bureau of Labor Statistics; Terrance Savitsky, Bureau of Labor Statistics
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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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Small Area Estimation of HIV Measures in Sub-Saharan Africa
Sahar Zangeneh, Fred Hutchinson Cancer Research Center; Jon Wakefield, Univ of Washington; Ann Duerr, Fred Hutch; Deborah Donnell, Fred Hutch
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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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Incorporating Historical Information into the Analysis of Clinical Trials- a Case Study
Guochen Song, Biogen; Yiqing Tian, Q2 Sulotions; John Zhong, Biogen; Stacy Lindborg, Biogen Idec
8:50 AM
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Basket Trials Design and Analysis in Non-Oncology Therapeutical Areas
Binbing Yu, MedImmune/AstraZeneca; Jingjing Chen, Takeda Pharmaceuticals; Dewei She, MedImmune/AstraZeneca; Jianliang Zhang, Medimmune, LLC
9:50 AM
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A Bayesian Approach to the Analysis of Handwritten Evidence
Amy M Crawford, Iowa State University; Nicholas S Berry, Iowa State University; Alicia Carriquiry, Iowa State University
9:55 AM
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A Retrospective Control Study of the Millennium Villages Project
Shira Mitchell, Mathematica Policy Research; Andrew Gelman, Columbia University; Jeffrey Sachs, Columbia University; Avi Feller, UC Berkeley; Elizabeth A Stuart, Johns Hopkins Bloomberg School of Public Health; Alan Zaslavsky, Harvard University Medical School
10:35 AM
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Robust estimation in the presence of deviations from linearity in small domain models
Julie Gershunskaya, U.S. Bureau of Labor Statistics; Terrance Savitsky, Bureau of Labor Statistics
11:10 AM
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AAA: Triple-Adaptive Bayesian Designs for the Identification of Optimal Dose Combinations in Dual-Agent Dose-Finding Trials
Jiaying Lyu, University of Chicago; Fudan University; Yuan Ji, NorthShore Univ. HealthSystem / The University of Chicago
11:55 AM
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Small Area Estimation of HIV Measures in Sub-Saharan Africa
Sahar Zangeneh, Fred Hutchinson Cancer Research Center; Jon Wakefield, Univ of Washington; Ann Duerr, Fred Hutch; Deborah Donnell, Fred Hutch
12:05 PM
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Imputation Approaches for Animal Movement Modeling
Henry Scharf, Colorado State University; Mevin Hooten, Colorado State University; Devin Johnson, Alaska Fisheries Science Center (NOAA)
2:05 PM
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Sensitivity Analysis in Multilevel Models
Nicole Bohme Carnegie, Montana State University; Jennifer L Hill, New York University; Masataka Harada, Fukuoka University; Vincent Dorie, New York University
2:05 PM
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Hierarchical Bayesian Analysis for Stochastic Frontier Production Function Model
Seongho Song, University of Cincinnati; Younshik Chung, Pusan National University; David Taesok Yi, Xavier University
2:05 PM
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A Max-Infinitely Divisible Process for Sub-Asymptotic Modeling of Spatial Extremes
Gregory Bopp, Pennsylvania State University; Benjamin Shaby, Penn State University; Raphaël Huser, KAUST
2:20 PM
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A Bayesian Hierarchical Model for Integrated Analysis of Consumer Appeal in Affective Testing
Jing Cao; Janette Pool, PepsiCo
3:05 PM
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Hierarchical Nonlinear Spatio-Temporal Agent-Based Models for Collective Animal Movement
Patrick McDermott, Univeristy of Missouri; Christopher K. Wikle, University of Missouri; Joshua Millspaugh, University of Montana
3:20 PM
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A Bayesian Hierarchical Model Estimating CACE in Meta-Analysis of Randomized Clinical Trials with Noncompliance
Jincheng Zhou, University of Minnesota; Haitao Chu, University of Minnesota Twin Cities; James S. Hodges, University of Minnesota; M. Fareed Khan Suri, University of Minnesota
3:25 PM
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Wednesday, 08/01/2018
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Distance-Weighted Predictor Models to Estimate the Spatial Scale of Built Environment Health Effects
Adam Peterson, University of Michigan; Brisa N. Sanchez, University of Michigan; Emma V Sanchez-Vaznaugh, San Francisco State University
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A Bayesian Hierarchical Model for Gene Set Enrichment Analysis
Abhay Hukku; Xiaoquan William Wen, University of Michigan; Corbin Quick, University of Michigan
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Bayesian Hierarchical Modeling of Clustered or Longitudinal RNA Sequencing Experiments
Brian Vestal, National Jewish Health; Camille Moore, National Jewish Health; Katerina Kechris, Colorado School of Public Health; Laura Saba, University of Colorado Anschutz Medical Campus; Tasha Fingerlin, National Jewish Health
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Treatment Effect Estimation in Subgroups: a Comparative Study
Weihua Cao, Novartis Pharmaceutical Corp; Bjoern Holzhauer, Novartis Pharma AG; Steffen Ballerstedt, Novartis Pharma AG; Dong Xi, Novartis Pharmaceuticals; Ieuan Jones, Novartis Pharma AG
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Joint Modeling of Multiple RNA-Seq Samples for Accurate Isoform Quantification
Wei Li, University of California, Los Angeles; Jingyi Li, University of California, Los Angeles; Anqi Zhao, Harvard University; Shihua Zhang, Chinese Academy of Sciences
8:35 AM
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Treatment Effect Estimation in Subgroups: a Comparative Study
Weihua Cao, Novartis Pharmaceutical Corp; Bjoern Holzhauer, Novartis Pharma AG; Steffen Ballerstedt, Novartis Pharma AG; Dong Xi, Novartis Pharmaceuticals; Ieuan Jones, Novartis Pharma AG
8:50 AM
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Hierarchical Infinite Latent Factor Models
Elizabeth Lorenzi, Duke University; Ricardo Henao, Duke University; Katherine Heller, Duke University
9:15 AM
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Joint Hierarchical Models for Sparsely Sampled High-Dimensional LiDAR and Forest Variables
Andrew Oliver Finley, Michigan State University; Hans-Erik Andersen, USDA Forest Service; Sudipto Banerjee, UCLA School of Public Health; Bruce Douglas Cook, NASA Goddard Space Flight Center; Abhi Datta, Johns Hopkins Bloomberg School of Public Health; Douglas C Morton, NASA Goddard Space Flight Center
9:35 AM
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Examining Non-Stationarity in Spatial Processes via an M-RA and Mixture Priors
Veronica J. Berrocal, University of Michigan
10:05 AM
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Evaluating the Statistical Properties of Bayesian Basket Trial Designs
Kristen May Cunanan, Memorial Sloan Kettering Cancer Center; Alexia Iasonos, Memorial Sloan Kettering Cancer Center; Ronglai Shen, Memorial Sloan-Kettering Cancer Center; Colin B Begg, Memorial Sloan Kettering Cancer Center; Mithat Gonen, Memorial Sloan Kettering Cancer Center
10:35 AM
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A Bayesian Method for Variable Screening
Somak Dutta, Iowa State University; Vivekananda Roy, Iowa State University
11:20 AM
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Hierarchical Models with Conditionally Conjugate Full-Conditional Distributions for Dependent Data from the Natural Exponential Family
Jonathan R Bradley, Florida State University; Scott H. Holan, University of Missouri/U.S. Census Bureau; Christopher K. Wikle, University of Missouri
11:35 AM
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AAA: Triple-Adaptive Bayesian Designs for the Identification of Optimal Dose Combinations in Dual-Agent Dose-Finding Trials
Yuan Ji, NorthShore Univ. HealthSystem / The University of Chicago; Jiaying Lyu, Fudan Universtiy
11:35 AM
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Nonparametric Mixture Modeling on Constrained Spaces
Putu Ayu Sudyanti, Purdue; Vinayak P Rao, Purdue University
11:35 AM
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Combining Probability and Non-Probability Samples: Theory and Practice
Michael Elliott, University of Michigan; Richard Valliant, University of Michigan; Jack Chen, SurveyMonkey
2:05 PM
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Hospital Profiling for Quality of End-Of-Life Care via Semi-Competing Risks Analysis
Kyu Ha Lee, The Forsyth Institute; Sebastien Haneuse, Harvard T.H. Chan School of Public Health
2:05 PM
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Inference on the Future State of the Climate Through Combining Multiple Interdependent Climate Model Outputs with Observations Using Bayesian Hierarchical Models
Huang Huang, SAMSI; Dorit Hammerling, National Center for Atmospheric Research; Bo Li, University of Illinois at Urbana-Champaign; Richard Smith, Statistical Applied Mathematical Sciences Institute
2:20 PM
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Astrophysical Deconvolution When the Convolution Function Is Imprecise
David A van Dyk, Imperial College London
2:25 PM
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Network Meta-Analysis for N-Of-1 Trials with Ordinal Outcomes
Youdan Wang, Brown University; Christopher Schmid, Brown University
3:05 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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Heterogeneous Reciprocal Graphical Models
Yang Ni, UT Austin; Peter Müller, University of Texas Austin; Yitan Zhu, NorthShore University HealthSystem; Yuan Ji, NorthShore Univ. HealthSystem / The University of Chicago
9:25 AM
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Bayesian Bi-Clustering Methods with Applications to Integrative Genomics and Genetics
Jun Liu, Harvard University; Yang Li, Vatic Labs; Jiexing Wu, Google
9:25 AM
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Single-Cell ATAC-Seq Signal Extraction and Enhancement
Hongkai Ji, Johns Hopkins Bloomberg School of Public Health; Zhicheng Ji, Johns Hopkins Bloomberg School of Public Health; Weiqiang Zhou, Johns Hopkins Bloomberg School of Public Health
10:35 AM
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A Bayesian Hierarchical Summary Receiver Operating Characteristic Model for Network Meta-Analysis of Diagnostic Tests
Haitao Chu, University of Minnesota Twin Cities; Qinshu Lian, University of Minnesota; James S. Hodges, University of Minnesota
10:35 AM
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A Bayesian Hierarchical Model for Continental-Scale Prediction of Water Quality in US Lakes
Meridith Bartley, Penn State University; Ephraim Hanks, The Pennsylvania State University
11:05 AM
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Using Hierarchical Models to Estimate Subgroup Effects in a Clinical Trial
Anna McGlothlin, Berry Consultants
11:15 AM
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Characterizing Precipitation Extremes in the US Gulf Coast Through the Use of a Multivariate Spatial Hierarchical Model
Brook Russell, Clemson University; Mark Risser, Lawrence Berkeley National Laboratory; Kenneth Kunkel, North Carolina State University; Richard Smith, Statistical Applied Mathematical Sciences Institute
11:15 AM
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