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Keyword Search Criteria: Modeling returned 158 record(s)
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Sunday, 07/29/2018
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Two Mixture-Based Clustering Approaches: Modeling an Automobile Insurance Portfolio
Tatjana Miljkovic, Miami University; Daniel Fernandez, Victoria University of Wellington
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A Grouped Weighted Quantile Regression Approach to Modeling Environmental Chemical Mixtures and Childhood Leukemia Risk
David C. Wheeler, Virginia Commonwealth University
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Dependence Modeling for Recurrent Event Times Subject to Right-Censoring with D-Vine Copulas
Nicole Barthel, Technical University Munich; Candida Geerdens, Hasselt University; Claudia Czado, Technical University Munich; Paul Janssen, Hasselt University
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The Art of Ensemble Modeling with SPSS Modeler
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Timothy Tate, C Spire
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State-Space Modeling Applications in Fisheries Science and Management
Sean Patrick Cox, Simon Fraser University
2:05 PM
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Statistical Modeling of Brain Networks Using Multimodal Neuroimaging
Ying Guo, Emory University; Yingtian Hu, Emory University
2:05 PM
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Dependence Modeling for Recurrent Event Times Subject to Right-Censoring with D-Vine Copulas
Nicole Barthel, Technical University Munich; Candida Geerdens, Hasselt University; Claudia Czado, Technical University Munich; Paul Janssen, Hasselt University
2:25 PM
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Modeling Abundance of Multiple Species Using Latent Regression Tree Algorithms
Haoyu Zhang, Kansas State University; Trevor Hefley, Kansas State University; Brian R Gray, US Geological Survey; Kristin Bouska, USGS
2:25 PM
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Introducing A Conway-Maxwell-Multinomial Distribution for Flexible Modeling of Categorical Data
Darcy Steeg Morris, U.S. Census Bureau; Kimberly F Sellers, Georgetown University; Andrew Raim, U.S. Census Bureau
2:35 PM
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Bayesian Population Finding Using Counterfactual Modeling of Responses
Peter Müller, University of Texas Austin; Satoshi Morita, Kyoto University
2:45 PM
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Joint Modeling of Multiple Time-To-Event Outcomes
Shanshan Zhao, National Institute of Environmental Health Sciences; Ross Prentice, Fred Hutchinson Cancer Research Center
2:45 PM
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Preferential Recruitment Modeling for Respondent-Driven Sampling
Katherine McLaughlin, Oregon State University
2:50 PM
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Statistical Modeling of Animal Movement
Louis-Paul Rivest, Université Laval
2:55 PM
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Modeling Conditional Variance Functions Using Nonparametric Transfer Function Models
Jun Liu
3:05 PM
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Joint Modeling of Longitudinal Multidimensional Quality of Life Measures in Chronic Dialysis Patients
Sudeshna Paul, Emory University; Mi-Kyung Song, Emory University
3:05 PM
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Exploiting the Latent Beta Distribution for Modeling Plant Abundance
Kathryn Irvine, US Geological Survey
3:25 PM
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The Art of Ensemble Modeling with SPSS Modeler
Zhen Zhang, C Spire; Lei Zhang, Mississippi State Dept. of Health; James Veillette, C Spire; Timothy Tate, C Spire
3:30 PM
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Robust Modeling of Survival Curves in the Presence of Time-Varying Effects
Jorne Biccler, Aalborg University Hospital; Tim Verdonck, KU Leuven; Stefan Van Aelst, KU Leuven; Martin Bøgsted, Aalborg University
4:05 PM
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Bayesian Overlapping Group Lasso: An Application in Jointly Modeling Multiple Genetic Pathways with Several Common Genes Between
Sounak Chakraborty, University of Missouri, Columbia
4:05 PM
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Modeling and Simulation Strategies in Tobacco Regulatory Science
George Rochester, FDA Center for Tobacco Products
4:05 PM
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Modeling of Sediment Mixing Using Dirichlet Process Mixtures
John Tipton, University Of Arkansas; Glenn Sharman, University Of Arkansas; Sam Johnstone, United States Geological Survey
4:20 PM
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Case Study of Modeling and Simulation in Tobacco Regulation
Esther Salazar, U.S. Food and Drug Administration
4:25 PM
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Statistical Modeling of Disease in Ecological Communities Using Partial Differential Equations
Trevor Hefley, Kansas State University; Haoyu Zhang, Kansas State University; Robin Russell, United States Geological Survey; Anne Ballmann, United States Geological Survey
4:45 PM
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A Time-Varying Joint Frailty-Copula Approach for Modeling Recurrent Events and a Terminal Event
Zheng Li, Penn State Unviersity; Ming Wang, Pennsylvania State University; Vernon M Chinchilli, Penn State College of Medicine
4:50 PM
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Forecasting Accuracy of Topic Modeling Techniques for Online Reviews: a Benchmark Study
Yuan Cheng, Cornell University; Shawn Mankad, Cornell University
4:50 PM
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Practical Bayesian Modeling and Subgroup Inference in Alzheimer's Drug Development
Brad Carlin, University of Minnesota; Patrick Schnell, Ohio State University; Mark Fiecas, University of Minnesota; Peter Müller, University of Texas Austin; Qi Tang, Sanofi; Walter Offen, AbbVie
5:05 PM
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A Bayesian General Linear Modeling Approach to Cortical Surface fMRI Data Analysis
Yu Yue, Baruch College, CUNY; Amanda Mejia, Indiana University; David Bolin, Gothenburg University; Finn Lindgren, The University of Edinburgh; Martin A Lindquist, Johns Hopkins University
5:05 PM
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Bayesian Spatial Modeling via Kernel Convolutions on Complex-Valued fMRI Signals
Cheng-Han Yu, UC Santa Cruz; Raquel Prado, University of California Santa Cruz, Baskin School of Engineering
5:05 PM
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Joint Modeling of Multi-System Wearable Data
Vadim Zipunnikov, Johns Hopkins Bloomberg School of Public Health; Junrui Di, Johns Hopkins Bloomberg School of Public Health
5:20 PM
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Monday, 07/30/2018
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Sequential Modeling of Spatial Temporal Image Data
Shufei Ge, Simon Fraser University; Shijia Wang, Simon Fraser University; Liangliang Wang, Simon Fraser University; Farouk Nathoo, University of Victoria
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A Joint Modeling Approach for Directed Acyclic Network Data
Yan Zhou, Merck &Co., Inc
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Bayesian Forecasting and Dynamic Modeling of Physical Processes in Industrial Hygiene
Nada Abdalla, UCLA; Sudipto Banerjee, UCLA School of Public Health; Gurumurthy Ramachandran, John Hopkins University; Susan Arnold, University of Minnesota
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Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Meng Ru, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
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Using Multitrajectory Modeling in Latent Class Growth Analysis to Identify Multi-Symptom Trajectories Over Time
Wei Pan, Duke University; Mary C Hooke, University of Minnesota School of Nursing; Cheryl Rodgers, Duke University School of Nursing; Marilyn Hockenberry, Duke University School of Nursing
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Modeling and Mapping Weather Forecast Accuracy
Queen Ikhelowa; Darren Keeley, CSUEB
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Quantile Function Modeling Applied to Time Between Healthcare-Associated Infection Events
Jonathan R Edwards, Center for Disease Control & Prevention
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Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Ting-Yu Chen, The University of Texas Health Science Center at Houston; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
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A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Lance Ford, University of Oklahoma Health Sciences Center; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
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Detecting Planets: Jointly Modeling Radial Velocity and Stellar Activity Time Series
David Edward Jones, Duke University and SAMSI; David Stenning, Imperial College London; Eric Ford, Penn State University; Robert Wolpert, Duke University; Thomas Loredo, Cornell University; Xavier Dumusque, Observatoire Astronomique de l'Universite de Geneve
8:35 AM
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Quantile Function Modeling Applied to Time Between Healthcare-Associated Infection Events
Jonathan R Edwards, Center for Disease Control & Prevention
8:35 AM
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Modeling and Mapping Weather Forecast Accuracy
Queen Ikhelowa; Darren Keeley, CSUEB
8:40 AM
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Pathway and Network-Based Integrative Bayesian Modeling of Multiplatform Genomics Data
Veera Baladandayuthapani, UT MD Anderson Cancer Center; Jeffrey S Morris, The University of Texas M.D. Anderson Cancer Center; Elizabeth McGuffey, United States Naval Academy; Raymond J. Carroll, Texas A & M University; Min Jin Ha, UT MD Anderson Cancer Center
9:00 AM
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Modeling Sporadic Event Dynamics with Markov-Modulated Hawkes Processes
Jing Wu, Columbia University; Tian Zheng, Columbia University
9:20 AM
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Network Structural Equation Modeling for Photovoltaic Modules Lifetime Performance in Real-World and Accelerated Exposures
Wei-Heng Huang, Case Western Reserve University; JiQi Liu, Case Western Reserve University; Alan J. Curran, Case Western Reserve University; Justin S. Fada, Case Western Reserve University; Jennifer L. Braid, Case Western Reserve University; Roger H. French, Case Western Reserve University
9:20 AM
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The CBD-O Model for Modeling Obesity Prevalence
Tatjana Miljkovic, Miami University; Seonjin Kim, Miami University
9:35 AM
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Methods for Large Scale Smooth Space Time Modeling
Simon Wood
9:35 AM
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Structural Equation Modeling with Latent Variables for Secondary Phenotypes in Case-Control Association Studies
Ting-Huei Chen, Université Laval
9:50 AM
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Fingerprinting Changes in Climate Extremes with Joint Modeling of Observations and Climate Model Simulation
Jun Yan, University of Connecticut; Yujing Jiang, Colorado State University; Zhuo Wang, Shenzhen University, China; Xuebin Zhang, Environment and Climate Change Canada
10:35 AM
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A Weighted Dirichlet Process Mixture Modeling for Functional Clustering
Wenyu Gao, Virginia Tech; Inyoung Kim, Virginia Tech
10:35 AM
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Multilinear Low-Rank Vector Autoregressive Modeling via Tensor Decomposition
Di Wang, University of Hong Kong; Guodong Li, University of Hong Kong; Dr. LIAN Heng, City University of Hong Kong
10:35 AM
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Modeling a Longitudinal Covariate as Continuous Time Markov Chain in a Survival Framework
Ting-Yu Chen, The University of Texas Health Science Center at Houston; Wenyaw Chan, University of Texas Health Science Center at Houston; Qiuling Shi, The University of Texas MD Anderson Cancer Center; Xin Shelley Wang, The University of Texas MD Anderson Cancer Center; Charles Cleeland, The University of Texas MD Anderson Cancer Center
10:45 AM
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Using Multitrajectory Modeling in Latent Class Growth Analysis to Identify Multi-Symptom Trajectories Over Time
Wei Pan, Duke University; Mary C Hooke, University of Minnesota School of Nursing; Cheryl Rodgers, Duke University School of Nursing; Marilyn Hockenberry, Duke University School of Nursing
11:00 AM
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Matrix Decomposition for Modeling Multiple Sclerosis Lesion Development Processes
Menghan Hu, Brown University; Ani Eloyan, Brown University; Russell T. Shinohara, University of Pennsylvania Perelman School of Medicine; Ciprian Crainiceanu, Johns Hopkins University
11:05 AM
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Modeling Uncertainty in Physical Security Systems
Aparna Huzurbazar, Los Alamos National Laboratory
11:15 AM
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Comparisons of Modeling Methods on Longitudinal and Survival Data: Identifying Use of Repeat Biomarker Measurements to Predict Time-To-Event Outcome in Cancer Research
Meng Ru, Icahn School of Medicine at Mount Sinai; Erin Moshier, Icahn School of Medicine at Mount Sinai; Madhu Mazumdar, Icahn School of Medicine at Mount Sinai
11:15 AM
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A Latent Variable Approach for Handling Qualitative Factors in Gaussian Process Modeling of Computer Experiments
Daniel W Apley, Northwestern University; Yichi Zhang, Northwestern University
11:15 AM
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Robust Bayesian Variable Selection for Modeling Mean Medical Costs
Lei Liu, Washington University in St Louis; Grace Yoon, Texas A&M University; Wenxin Jiang, Northwestern University; Tina Shih, MD Anderson Cancer Center
11:25 AM
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Hierarchical Mixture Modeling for Multiple Testing and Effect Size Estimation in Voxel-Level Inference of Neuroimaging Data
Ryo Emoto, Nagoya University Graduate School of Medicine; Atsushi Kawaguchi, Saga University; Hisako Yoshida, Saga University; Shigeyuki Matsui, Nagoya University
11:35 AM
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Epidemiological Modeling to Guide Efficacy Study Design Evaluating Vaccines to Prevent Emerging Diseases
An Vandebosch, Janssen; Joris Menten, Janssen ; Guillermo Herrera-Taracena, Janssen
11:35 AM
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Bayesian Forecasting and Dynamic Modeling of Physical Processes in Industrial Hygiene
Nada Abdalla, UCLA; Sudipto Banerjee, UCLA School of Public Health; Gurumurthy Ramachandran, John Hopkins University; Susan Arnold, University of Minnesota
11:45 AM
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A Comparison of Modeling Approaches for Stepped-Wedge Cluster Randomized Trials That Include Multilevel Clustering, Confounding by Time, and Effect Modification
Lance Ford, University of Oklahoma Health Sciences Center; Julie A Stoner, University of Oklahoma Health Sciences Center; Daniel Zhao, OU Health Sciences Center; Tabitha Garwe, University of Oklahoma Health Sciences Center; Ann Chou, University of Oklahoma Health Sciences Center; Daniel Duffy, University of Oklahoma-Tulsa
11:55 AM
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Spatial Modeling of Rainfall Accumulated Over Short Periods of Time
Victor De Oliveira, The University of Texas at San Antonio; Binbin Wang, The University of Texas at San Antonio; Eric V. Slud, University of Maryland--College Park
2:20 PM
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Bayesian Network Regularized Regression for Modeling Urban Crime Occurrences
Elizabeth Mary Upton, Boston University; Luis Carvalho, Boston University
2:20 PM
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Nonparametric Modeling of Longitudinal Compositional Data as Trajectories on the Sphere
Hans Mueller, UC Davis; Xiongtao G Dai, University of California, Davis
2:30 PM
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Comparing MandS Output to Live Test Data: a Missile System Case Study
Kelly M Avery, Institute for Defense Analyses
2:45 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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Latent Variable Modeling for Validating Custom Scales
Stephanie Lane, Institute For Defense Analyses
3:05 PM
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Using Predictive Modeling in Survey Methodology to Identify Panel Nonresponse
Bernd Weiss, GESIS - Leibniz-Institute for the Social Sciences; Jan-Philipp Kolb, GESIS - Leibniz-Institute for the Social Sciences; Christoph Kern, University of Mannheim
3:05 PM
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Latent Variable Modeling for Extracting Consensus Estimates of Precipitation in High Mountain Asia
William F. Christensen, Brigham Young University; Shane Reese, Brigham Young University; Summer Rupper, University of Utah; Michael F. Christensen, Brigham Young University; Brenton Mabey, Brigham Young University; Katie Larson, Brigham Young University
3:05 PM
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Joint Modeling of Length-Biased and Competing Risks Survival Times with View Toward Individualized Prediction: An Application to Spontaneous Labor
Rajeshwari Sundaram, Eunice Kennedy SHriver National Institute of Child Health and Human Development; Ling Ma, Clemson University
3:20 PM
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Space-Time Characterization of Sub-Grid Air-Sea Flux Variability
Julie Bessac, Argonne National Laboratory; Hannah Christensen , National Center for Atmospheric Research ; Adam Monahan, University of Victoria; Aneesh Subramanian, Scripps Institution of Oceanography; Nils Weitzel, Meteorological Institute of the University of Bonn
3:35 PM
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Tuesday, 07/31/2018
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Analyzing Longitudinal Clustered Count Data with Zero Inflation: Marginal Regression Modeling with Conway-Maxwell-Poisson Distribution
Tong Kang, University of Florida; Somnath Datta, University of Florida; Steven Levy, University of Iowa
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Using the R Package: Recursive Partitioning for Modeling Survey Data (RPMS)
Daniell Toth, Bureau of Labor Statistics
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Modeling Approaches for Comparing Trends in HIV Testing in Two National Health Surveys
Christopher Johnson, CDC/NCHHSTP; Deesha Patel, Centers for Disease Control and Prevention; Amy L. Krueger, Centers for Disease Control and Prevention; Barbara J. Maciak, Centers for Disease Control and Prevention
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Using Synthetic Data to Incorporate External Information into Regression Model Estimation
Tian Gu, University of Michigan; Jeremy M.G. Taylor, University of Michigan; Bhramar Mukherjee, University of Michigan; Wenting Cheng, University of Michigan
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Sparse Causal Dynamic Network Modeling of fMRI
Xuefei Cao, Brown University; Xi Luo, Brown University; Bjorn Sandstede, Brown University
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Using Predictive Modeling in Survey Methodology to Identify Panel Nonresponse
Bernd Weiss, GESIS - Leibniz-Institute for the Social Sciences; Jan-Philipp Kolb, GESIS - Leibniz-Institute for the Social Sciences; Christoph Kern, University of Mannheim
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Probabilistic Modeling of Sleep and Awake States in Alzheimer's Disease
Cici Bauer, Pfizer, Inc; Charmaine Demanuele, Pfizer, Inc. ; Dmitri Volfson, Pfizer
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Probabilistic Modeling of Sleep and Awake States in Alzheimer's Disease
Cici Bauer, Pfizer, Inc; Charmaine Demanuele, Pfizer, Inc. ; Dmitri Volfson, Pfizer
8:35 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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Coupling Forest In-Situ and Spaced-Based Lidar Samples to Improve National-Scale Forest Inventory: a Joint Spatial Modeling Framework for Forest and Lidar Variable Prediction Lever
Chad Babcock, University of Washington; Andrew Oliver Finley, Michigan State University; Hans-Erik Andersen, USDA Forest Service; Bruce Douglas Cook, NASA Goddard Space Flight Center; Douglas C Morton, NASA Goddard Space Flight Center
9:15 AM
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BAYESMETAB: TREATMENT of MISSING VALUES in METABOLOMIC STUDIES USING a BAYESIAN MODELING APPROACH
Jasmit Shah, Aga Khan University Hospital; Guy Brock, Ohio State University College of Medicine; Jeremy Gaskins, University of Louisville
9:35 AM
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Recent Developments in Modeling Nonlinear Relationships in the Presence of Measurement Error
Ruth Keogh, London School of Hygiene & Tropical Medicine; Christen Gray, London School of Hygiene & Tropical Medicine
9:50 AM
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Modeling Dynamics of V(D)J Recombination in T Cell Formation
Kingshuk Roy Choudhury, Duke University, Dept. of Biostatistics and Bioinformatics
9:50 AM
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Leveraging Bayesian Methods, Modeling, and Simulation to Improve Decision-Making and Increase Probability of Success
Karen Price; Stephen Ruberg, Analytix Thinking, LLC
9:55 AM
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Bayesian Spectral Modeling for Multivariate Spatial Distributions of Elemental Concentrations in Soil
Maria Antonia Terres, The Climate Corporation; Montserrat Fuentes, Virginia Commonwealth University; Dean Hesterberg, North Carolina State University; Matthew Polizzotto, North Carolina State University
10:35 AM
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Data-Driven Modeling and Forecast of Noisy Nonlinear Dynamics
Kyongmin Yeo, IBM T.J. Watson Research Center; Youngdeok Hwang, Sungkyunkwan University; Eun Kyung Lee, IBM T.J. Watson Research Center
10:35 AM
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A Distance Method for Administrative Record Modeling in the 2020 Census
Vincent Mule, U.S. Census Bureau; Andrew Keller, U.S. Census Bureau; Scott Konicki, U.S. Census Bureau; Darcy Steeg Morris, U.S. Census Bureau
11:15 AM
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Statistical Modeling for Pooling and Analyzing Multi-Site Data Sets Using Maximum Mean Discrepancy
Hao Zhou, University of Wisconsin Madison
11:20 AM
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The Impact of Misspecification of Linear Modeling on the Prediction in SMART PK/PD Clinical Trials
Tian Zhao, Merck; Li Fan, Merck
11:20 AM
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Horse for Courses: Empirical Vs Mechanistic Modeling for Spatio-Temporal Point Process Data
Peter John Diggle, Lancaster University
11:25 AM
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Modeling Overall Survival Under Immuno-Oncology Therapies with Long-Term Survival Models
Junshui Ma, Merck & Co., Inc.; Keaven Anderson, Merck & Co., Inc.
11:35 AM
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Modeling Allele-Specific Gene Expression by Single-Cell RNA Sequencing
Yuchao Jiang, University of North Carolina, Chapel Hill; Nancy Zhang, University of Pennsylvania; Mingyao Li, University of Pennsylvania
11:50 AM
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A Semiparametric Approach for Modeling Multivariate Nonlinear Time Series
Seyed Yaser Samadi, Southern Illinois University, Carbondale
11:50 AM
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From Markov Models to Poisson Point Processes: Modeling Player Movement in the NBA
Jacob Mortensen, Simon Fraser University; Luke Bornn, Sacramento Kings and Simon Fraser University
2:05 PM
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Modeling Count Data via Copulas: Comparison of Kendall's Tau and Spearman's Rho
Hadi Safari Katesari, Southern Illinois ?University, Carbondale; Samira Zaroudi, Science and Research Branch, Islamic Azad University; Reza Safari Katesari, Payame Noor University; S. Yaser Samadi, Southern Illinois University
2:20 PM
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Modeling Changes in the Age Distribution of Opioid Mortality
Patrick E Brown, University of Toronto; Ye Lennon Li, Public Health Ontario
2:20 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 Joint Modeling Framework Using Responses and Response Times to Track Skill Acquisition: Model Estimation and Application
Shiyu Wang, University of Georgia; Susu Zhang, University of Illinois at Urbana-Champaign; Jeff Douglas, University of Illinois at Urbana-Champaign; Steven Culpepper, University of Illinois at Urbana-Champaign
2:25 PM
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Multi-Scale Modeling of Animal Movement and General Behavior Data Using Hidden Markov Models with Hierarchical Structures
Vianey Leos Barajas, Iowa State University; Eric Gangloff, Station d'Ecologie Théorique et Expérimentale du CNRS; Timo Adam, Bielefeld University; Roland Langrock, Bielefeld University; Juan Morales, INIBIOMA-CRUB CONICET
2:30 PM
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Decision-Adjusted Predictive Modeling Approach for Driver Risk Assessment
Huiying Mao, Virginia Tech / VTTI; Feng Guo, Virginia Tech; Xinwei Deng, Virginia Tech
2:35 PM
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Heterogeneous Tail Generalized COMFORT Modeling via Cholesky Decomposition
Pawel Polak, Columbia University
2:35 PM
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Development of a Processed Cheese Food Safety Model Using a Response Surface Design and Parametric Survival Modeling
Francis Rossi, PepsiCo
2:45 PM
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Incorporating Auxiliary Information by Joint Modeling of Pseudo Data and Length Biased Data
Yidan Shi, University of Waterloo; Leilei Zeng, University of Waterloo; Mary E. Thompson, University of Waterloo; Suzanne Tyas, University of Waterloo
3:20 PM
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A Smoothed EM-Algorithm for Modeling DNA Methylation Profiles from Bisulfite Sequencing Data
Karim Oualkacha, Universite Du Quebec a Montreal; Celia M.T. Greenwood, Lady Davis Research Institute, McGill University; Kaiqiong Zhao, Epidemiology, Biostatistics and Occupational Health, and Human Genetics, McGill University; Lajmi Lakhal-Chaieb, Université Laval
3:25 PM
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Data Collection Issues in Modeling and Estimation of Urban Transportation Networks
Isabelle Kemajou-Brown, Morgan State University; Jasmine Alston, Morgan State University; Paul Bikoi, Morgan State University; Eugene Evans, Morgan State University; Xilei Zhao, University of Michigan; James C. Spall, Applied Physics Laboratory
3:35 PM
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Wednesday, 08/01/2018
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State-, County-, and Individual-Level Factors Associated with Influenza Vaccination Coverage Among Adults Based on a Multilevel Modeling Approach, BRFSS 2015
Alissa O'Halloran, CDC; Pengjun Lu, CDC/NCIRD/ISD/AB; Anup Srivastav, Leidos; David Yankey, Centers for Disease Control and Prevention; Walter Williams, CDC; James Singleton , CDC
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Modeling the Progression of HIV/AIDS by a Hidden Markov Model(HMM)
Sanam Sanei, Penn State; Shanglun Li, Penn State; Le Le Bao, Penn State University
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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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Modeling Missingness to Reduce Bias in Single-Cell DNA Methylation Data
Divy Kangeyan, Harvard University; Martin Aryee, Harvard University
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Collaboration Techniques for Successfully Identifying and Modeling Sources of Variation
Jonathan Stallings, North Carolina State University
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Modeling Vertical Transmission of Canine Visceral Leishmaniasis in Foxhounds in the United States
Marie Ozanne, University of Iowa
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One Direction? On the Modeling of Circular Data Using Projected Normal Distributions
Jolien Cremers, Utrecht University; Irene Klugkist, Utrecht University
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A Spatially Correlated Auto-Regressive Model for Count Data with Applications for Modeling Crime
Nicholas Clark, Iowa State University; Philip M Dixon, Iowa State University
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Estimating Efficacies of Supplementary Immunization Activities via Discrete Time Modeling of Disease Incidence Time Series
Qi Dong, University of Washington; Jon Wakefield, Univ of Washington; Kevin McCarthy, Institute for Disease Modeling; Niket Thakkar, Institute for Disease Modeling; Kurt Frey, Institute for Disease Modeling
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Model-Based Socio-Economic Health Measures Using Causal Modeling
F. Swen Kuh, Australian National University; Anton H. Westveld, Australian National University; Grace S Chiu, Australian National University
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Challenges from Modeling Open Online Assessment Data
Yan Liu, The University of British Columbia; Henrike Besche, Harvard Medical School; Audrey Béliveau, University of Waterloo; Xingyu Zhang, The Hong Kong University of Science and Technology; Edward Kroc, The University of British Columbia; Melanie Stefan, Edinburgh Medical School; Johanna Gutlerner, Harvard Medical School; Chanmin Kim, Boston University School of Public Health
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Modeling Covariance Structure for Longitudinal Data
Annie Qu, University of Illinois at Urbana-Champaign
8:35 AM
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Simulation-Based Uncertainty Quantification for Optimal Estimation Remote Sensing Retrievals
Amy Braverman, Jet Propulsion Laboratory; Jonathan Hobbs, Jet Propulsion Laboratory
8:35 AM
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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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Prediction of Warranty Returns Based on Modeling Seasonal Recurrent Event Data
Qianqian Shan; William Meeker, Iowa State University
8:35 AM
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Challenges from Modeling Open Online Assessment Data
Yan Liu, The University of British Columbia; Henrike Besche, Harvard Medical School; Audrey Béliveau, University of Waterloo; Xingyu Zhang, The Hong Kong University of Science and Technology; Edward Kroc, The University of British Columbia; Melanie Stefan, Edinburgh Medical School; Johanna Gutlerner, Harvard Medical School; Chanmin Kim, Boston University School of Public Health
9:00 AM
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A Spatially Correlated Auto-Regressive Model for Count Data with Applications for Modeling Crime
Nicholas Clark, Iowa State University; Philip M Dixon, Iowa State University
9:05 AM
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Modeling Vertical Transmission of Canine Visceral Leishmaniasis in Foxhounds in the United States
Marie Ozanne, University of Iowa
9:10 AM
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Estimating Efficacies of Supplementary Immunization Activities via Discrete Time Modeling of Disease Incidence Time Series
Qi Dong, University of Washington; Jon Wakefield, Univ of Washington; Kevin McCarthy, Institute for Disease Modeling; Niket Thakkar, Institute for Disease Modeling; Kurt Frey, Institute for Disease Modeling
9:20 AM
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Model-Based Socio-Economic Health Measures Using Causal Modeling
F. Swen Kuh, Australian National University; Anton H. Westveld, Australian National University; Grace S Chiu, Australian National University
9:20 AM
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Complex Interaction Modeling with Liquid Association
Ker-Chau Li, Institute of Statistical Science, Academia Sinica
9:25 AM
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Longitudinal Dynamic Functional Regression: Modeling and Inference
Md Islam, North Carolina State University; Ana-Maria Staicu, NC State University; Eric van Heugten, North Carolina State University
9:25 AM
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A Comparison of Multiple Imputation by Fully Conditional Specification and Joint Modeling for Generalized Linear Models with Covariates Subject to Detection Limits
Paul Bernhardt, Villanova University
9:35 AM
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One Direction? On the Modeling of Circular Data Using Projected Normal Distributions
Jolien Cremers, Utrecht University; Irene Klugkist, Utrecht University
9:55 AM
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Assessment of Treatment Effect on Overall Survival in the Presence of Treatment Switching: a Bridging Approach Across Various Modeling Methods
Yiyun Tang, Pfizer, Inc.; Selaru Paulina, Pfizer Inc.; Xin Huang, Pfizer Inc.
10:05 AM
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Bayesian IRT and Factor Modeling with Missing Values
Thorsten Schnapp, University of Bamberg; Christian Aßmann, University of Bamberg
10:35 AM
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Longitudinal Independent Component Modeling Framework for fMRI Decomposition
Yikai Wang, Emory University; Ying Guo, Emory University
10:35 AM
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Real-World Learning Analytics: Modeling Student Academic Practices and Performance
Chantal D. Larose, Eastern Connecticut State University; Kim Y. Ward, Eastern Connecticut State University
10:50 AM
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Spatio-Temporal Modeling of Heavy-Tailed Data via Non-Gaussian Latent Processes
Gabriel Huerta, University of New Mexico; Kellin Rumsey, University of New Mexico
11:05 AM
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Flexible Dynamic Modeling of Correlation and Covariance Matrices for Spatio-Temporal Data Analysis
Babak Shahbaba, UCI; Andrew James Holbrook, UC Irvine; Gabriel Elias, UC Irvine; Norbert J. Fortin, UC Irvine; Hernando Ombao, UC Irvine; Shiweil Lan, CalTech
11:15 AM
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Time-Constrained Predictive Modeling on Large and Continuously Updating Financial Data Sets
Bernard Lee, HedgeSPA Limited; Nicos Christofides, Imperial College London
11:20 AM
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Automatic Anomaly Detection in Modeling Real-Time Sensor Data
Bei Chen, IBM Research; Beat Buesser, IBM Research
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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Predictive Modeling Applied in National Reporter Cleaning
Xuemei Pan; Mary Pritts, IBM; COBY LU, IBM
11:35 AM
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Assessing Authorship of Beatles Songs from Musical Content: Bayesian Classification Modeling from Bags-Of-Words Representations
Mark Glickman, Harvard University; Jason Brown, Dept of Mathematics, Dalhousie University; Ryan Song, School of Engineering and Applied Science, Harvard University
12:05 PM
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On Modeling of Asymmetric Dependencies
Milan Stehlik, Johannes Kepler University and University of Valparaiso
2:05 PM
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Context Modeling by Discriminative Random Fields for Robust Target Identification from Multi-Modal Sensors
Pranab Banerjee, Boston Fusion Corp.
2:20 PM
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Semiparametric Modeling of Structured Point Processes Using Multi-Level Log-Gaussian Cox Processes
Yongtao Guan; Jingfei Zhang, University of Miami
2:45 PM
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Real World Data Analysis to Inform Clinical Trial Modeling and Simulation
Zhaoling Meng, sanofi; Dimple Patel, sanofi; Qi Tang, Sanofi; Nadia Gaudel-Dedieu, sanofi; James Rogers, Metrum Research Group
2:45 PM
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Population-Based Disease Risk Prediction Modeling Using National Survey, Clinical, and Registry Data: Application to Risk Prediction for Oropharyngeal Cancer in the US Population
Barry Ira Graubard, National Cancer Institute; Anil Chaturvedi, National Cancer Institute; Joseph Tota, National Cancer Institute; Hormuzd A. Katki, Biostatistics Branch, Division of Cancer Epidemiology & Genetics, National Cancer Institute
3:20 PM
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Thursday, 08/02/2018
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Modeling Preferential Site Selection in Networks Used to Monitor Environmental Spatio-Temporal Processes
Jim Zidek, University of British Columbia; Joe Watson, UBC; Gavin Shaddick , University of Exeter
8:35 AM
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Mathematical Modeling Identifies Optimum Lapatinib Dosing Schedules for the Treatment of Glioblastoma Patients
Shayna Stein, Harvard University; Franziska Michor, Dana Farber Cancer Institute
9:05 AM
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Additive Modeling for Longitudinal Data via Classical Backfitting
Suneel Babu Chatla; Li-Shan Huang, Institute of Statistics, National Tsing Hua University, TAIWAN
9:35 AM
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Spatial Modeling of Diffusion Tensor Imaging Data from a Cocaine Addiction Study
Dipankar Bandyopadhyay, Virginia Commonwealth University; Zhou Lan, North Carolina State University; Brian Reich, North Carolina State University; Joseph Guinness, NC State University
9:55 AM
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CRSP: Modeling Stochastically Intransitive Relationships Between NBA Teams
Ryan Patrick Alexander McShane, Southern Methodist University; Ian Harris, Southern Methodist University
10:05 AM
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Individualized Adaptive Dose-Response Modeling in Multiple Myeloma: Potential to Improve Patient Care
Dean Bottino, Takeda Pharmaceuticals U.S.A.
10:55 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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User-Guided Topic Modeling Through Interactive Visualization
Nathan Wycoff, Virginia Tech; Scotland Leman, Virginia Tech; Ian Crandell, Virginia Tech; Peter Hauck, Virginia Tech; Michelle Dowling, Virginia Tech
11:20 AM
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Modeling Social Contact Networks in Niakhar, Senegal
Gail Potter, The Emmes Corporation; Jimmy Wong, FDA; Jonathan Sugimoto, Fred Hutch; Aldiouma Diallo, IRD; John Chris Victor , PATH; Kathleen Neuzil, University of Maryland ; M Elizabeth Halloran, Fred Hutch , University of Washington
11:20 AM
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Improved Modeling of Imbalanced Data for Dietary Lapse Prediction
Fengqing Zhang, Drexel University; Tinashe M Tapera , Drexel University; Stephanie P Goldstein, Drexel University; Evan Forman, Drexel University
11:35 AM
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Noise Modeling and Denoising of UMI-Based Single Cell RNA Sequencing Data
Nancy Zhang; Mo Huang, University of Pennsylvania; Mingyao Li, University of Pennsylvania; Jingshu Wang, University of Pennsylvania
11:35 AM
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On the Parameter Estimation and Modeling of Clustered Survival Data with Delayed Entry and Missing Covariates
Hua Shen, University of Calgary
11:55 AM
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