Keyword Search
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Keyword Search Criteria: Simulation returned 90 record(s)
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Sunday, 07/28/2019
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Does Simulation-Based Inference Improve Student Understanding/Retention/Attitudes?
Beth Chance, Cal Poly - San Luis Obispo; Nathan Tintle, Dordt College
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Practical Heteroskedastic Gaussian Process Modeling for Large Simulation Experiments
Robert Gramacy, Virginia Tech
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Determining Optimal Skills for Beach Volleyball Partners
Jacob Eliason, Brigham Young University; Gil Fellingham, Brigham Young University; Matthew Oehler, Brigham Young University
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A SHINY Markov Machine for Decision-Making in Major League Baseball
Jason Osborne, North Carolina State University
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Uncertainty Quantification for Parallel Discrete Event Simulation
Kevin Quinlan, Lawrence Livermore National Laboratory; Jim Leek, Lawrence Livermore National Laboratory ; Charles Tong, Lawrence Livermore National Laboratory ; Joshua Sherfield, Lawrence Livermore National Laboratory
2:20 PM
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Determining Optimal Skills for Beach Volleyball Partners
Jacob Eliason, Brigham Young University; Gil Fellingham, Brigham Young University; Matthew Oehler, Brigham Young University
2:40 PM
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A SHINY Markov Machine for Decision-Making in Major League Baseball
Jason Osborne, North Carolina State University
2:45 PM
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Loss and Gain in Power Due to Correlation Between Co-Primary Endpoints in Clinical Trials
Zhiying You, University of Colorado Anschutz Medical Campus ; Qing Li, San Diego State University ; Xiaolan You, Duke University
3:05 PM
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A Simulation of Various Missing Data Imputation Methods in the Application of Composite Endpoint
Ja-An Lin, FDA/CDRH; Rajesh Nair, CDRH/FDA; Natasha Sahr, St. Jude's Children's Hospital
4:20 PM
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A Bayesian Approach to the Measurement –Error Problem in Regression
Ananda Jayawardhana, Pittsburg State University
4:20 PM
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The Use of Mathematical and Computational Models to Guide the Healthcare-Associated Infection Prevention Strategies
Eric Lofgren, Washington State University
4:45 PM
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Survival Analysis of Hierarchical Learning Curves in Assessment of Cardiac Device and Procedural Safety
Usha Govindarajulu, SUNY Downstate Medical Center; Sandeep Bedi, SUNY Downstate; Aaron Kluger, Baylor University; Frederic Resnic, Lahey Hospital and Medical Center
4:50 PM
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The Performance of Largest Caliper Matching: An Application to SUPPORT Data
Sharif Mahmood
5:35 PM
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Monday, 07/29/2019
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A Robust Statistical Method to Estimate the Intervention Effect with Longitudinal Data
Erik Heiny, Utah Valley University; Mohammad Islam, Utah Valley University
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Bootstrapping Transfer Function Models
Maher Qumsiyeh; Didiere Hirwantwari, University of Dayton
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Performance of Latent Dirichlet Allocation with Different Topic and Document Structures
Haotian Feng, Clemson University
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A Bayesian Approach with Propensity Score for Confounding Control with Case Study in Non-Medical Switch Real World Observational Studies
Zhenyi Xue, AbbVie; Hongwei Wang, AbbVie Inc.
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Precise and Accurate Power of the Rank-Sum Test for a Continuous Variable
Katie Rose Mollan, University of North Carolina Chapel Hill; Ilana Trumble, University of Colorado Denver; Sarah Reifeis, University of North Carolina at Chapel Hill; Orlando Ferrer, University of North Carolina Chapel Hill; Camden P Bay, Harvard Medical School; Pedro L. Baldoni, University of North Carolina At Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill
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Evaluating Sensitivity of Beryllium Flyer Plate Simulations to Strength Parameterization
Eva Marie Tourangeau, Los Alamos National Laboratory; Kyle Hickmann, Los Alamos National Laboratory
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A Generalized Framework to Evaluate Imputation Strategies: Recent Developments
Darren Gray, Statistics Canada
8:35 AM
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External Evidence: Latest Developments from the Eponymous Medical Device Innovation Consortium Working Group
Theodore Lystig, Medtronic
9:15 AM
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Augmenting Definitive Screening Designs for Prediction via the Full Quadratic Model
Abigael Nachtsheim, Arizona State University
10:05 AM
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A Bayesian Approach with Propensity Score for Confounding Control with Case Study in Non-Medical Switch Real World Observational Studies
Zhenyi Xue, AbbVie; Hongwei Wang, AbbVie Inc.
10:10 AM
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In Silico Clinical Trials : a Way to Improve Clinical Development?
Nicolas SAVY, Toulouse Institute of Mathematics; Philippe SAINT-PIERRE, Toulouse Institute of Mathematics ; Stephanie SAVY, ESTRIALS; Emmanuel PHAM, IPSEN Innovation SAS
10:50 AM
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Precise and Accurate Power of the Rank-Sum Test for a Continuous Variable
Katie Rose Mollan, University of North Carolina Chapel Hill; Ilana Trumble, University of Colorado Denver; Sarah Reifeis, University of North Carolina at Chapel Hill; Orlando Ferrer, University of North Carolina Chapel Hill; Camden P Bay, Harvard Medical School; Pedro L. Baldoni, University of North Carolina At Chapel Hill; Michael Hudgens, University of North Carolina at Chapel Hill
11:00 AM
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Teaching with Simulation-Based Inference Methods in 2020 and Beyond
Nathan Tintle, Dordt College
11:20 AM
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A Decision Theoretic Approach to Pre-Emptive Genotyping
Jonathan Schildcrout, Vanderbilt University Medical Center
2:05 PM
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Propensity Score Matching with Missing Causes of Failure: a Monte Carlo Study
Seungbong Han, Gachon University
2:50 PM
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Tuesday, 07/30/2019
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Estimation of Semiparametric Functional Coefficients Panel Data Model
Shaymal Halder, Auburn University; Emir Malikov, Auburn University
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Estimating Uncertainty of Small Area Estimates via Multilevel Regression and Post-Stratification: a Comparison of Bayesian, Bootstrapping and Monte Carlo Simulation Methods
Yan Wang, CDC; Xingyou Zhang, Economic Research Service, USDA; James B. Holt, CDC; Hua Lu, CDC; Janet B. Croft, CDC; Kurt J. Greenlund, CDC
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Space-Time Modeling of Tropical Cyclone Genesis Using a Semiparametric Generalized Linear Model
Suilou Huang, AIR-Worldwide; Suz Tolwinski-Ward, AIR-Worldwide; Michal Clavner, AIR-Worldwide
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Assessing the Performance of Different Outcomes for Tumor Growth Studies with Animal Models
Luke William Patten, Center for Innovative Design and Analysis, University of Colorado, Anschutz Medical Campus; Alexander Kaizer, University of Colorado Anschutz Medical Campus; Patrick Blatchford, University of Colorado
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Statistical Disclosure Control with Machine Learning
Allshine Chen; Sixia Chen, University of Oklahoma Health Sciences Center; Yan Daniel Zhao, University of Oklahoma Health Sciences Center
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Predicting Unmeasured Outcomes in the Real-World Data: Bayesian and Frequentist Approaches - a Simulation Study
Wenyu Ye, Eli Lilly and Company; Douglas Faries, Eli Lilly & Company; Xiang Zhang, Eli Lilly and Company; janet ford, Eli Lilly and compnay; zbigniew kadziola, Eli Lilly and company; Xiaojuan Mi, TechData Service Company, LLC; Ilya Lipkovich, Eli Lilly and Company
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Evaluating Estimation Methods for Combining Probability and Nonprobability Samples Through a Simulation Study
Michael Yang, NORC at the University of Chicago; Nadarajasundaram Ganesh, NORC at the University of Chicago; Edward Mulrow, NORC at the University of Chicago; Vicki Pineau, NORC at the University of Chicago
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Simulation Evaluation of Adaptive Survey Designs for a Community Health Survey
David Brown, Colorado State University; F Jay Breidt, Colorado State University
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A Multinomial Hurdle Model, Interpretation in the Context of Post Discharge Cost of Care
Carter Sevick; Elizabeth Juarez-Colunga, University of Colorado Denver; Lisa McLeod, University of Colorado Denver, School of Medicine
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Mediation by Progression of Treatment-Related Differences in Patient Reported Outcomes (PROs) in Oncology
Michael Blackowicz, Clinical Outcomes Solutions; Alicyn Campbell, Patient Relevant Evidence; Lysbeth Floden, Clinical Outcomes Solutions; Stacie Hudgens, Clinical Outcomes Solutions; Ethan Basch, University of North Carolina Lineberger Comprehensive Cancer Center
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Controlling the False Discovery Proportion: a Simulation Study
HARLAN MCCAFFERY, University of Michigan; Chi Chang, Michigan State University
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Diagnostic Accuracy Evaluation of Diagnostic Assessment Model in Longitudinal Data: a Simulation Study of Neural Network Approach
Chi Chang, Michigan State University; Harlan McCaffery, University of Michigan
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Is it ‘random’ or ‘haphazard’? Demonstrating Effects of Nonrandom Allocation by Simulation
Penny Reynolds, University of Florida College of Medicine
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A Partial Simulation Study of Phantom Effects in Multilevel Analysis of School Effects: The Case of School Socioeconomic Composition
Xin Ma, University of Kentucky; Hao Zhou, University of Kentucky
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Implementing Empirical Results of Panel Models with Lagged Dependent Variables and Random Intercepts into Microsimulation
Dawid Bekalarczyk; Petra Stein, University of Duisburg-Essen
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A Spatial Microsimulation Model of Labor Market Integration in Germany
Monika Obersneider, University of Duisburg-Essen; Petra Stein, University of Duisburg-Essen
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Using Statistical and Machine Learning Methods to Analyze Response Time Data from Computer-Based Educational Assessments
Bingchen Liu, Educational Testing Service
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Simulation Study to Compare Imputation at the ELI-PSU Level Versus the ITEM-AREA Level
Onimissi M Sheidu, Bureau of Labor Statistics
8:35 AM
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A Comparison of Different Statistical Approaches to Deal with Model Misspecification and Missing Outcome Data
Veronica Sciannameo, University of Padova; Gian Paolo Fadini, University of Padova; Daniele Bottigliengo, University of Padova; Angelo Avogaro, University of Padova; Ileana Baldi, University of Padova; Dario Gregori, University of Padova; Paola Berchialla, University of Torino
8:35 AM
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A Simulation Study on the Performance of AIPW and TMLE in Estimating Parameters of Marginal Structural Models Based on Real-World Longitudinal Data
Dawei Liu, Biogen; John Zhong, Biogen; Carl De Moor, Biogen
8:50 AM
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Growing Certain: Students’ Mechanistic Reasoning About the Empirical Law of Large Numbers in a Simulation-Based Inference Course
Ethan Brown, University of Minnesota; Robert delMas, University of Minnesota
8:50 AM
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Diagnostic Accuracy Evaluation of Diagnostic Assessment Model in Longitudinal Data: a Simulation Study of Neural Network Approach
Chi Chang, Michigan State University; Harlan McCaffery, University of Michigan
8:50 AM
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Is it ‘random’ or ‘haphazard’? Demonstrating Effects of Nonrandom Allocation by Simulation
Penny Reynolds, University of Florida College of Medicine
9:15 AM
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Imputation Strategies When a Continuous Outcome Is to Be Dichotomized for Responder Analysis: a Simulation Study
Lysbeth Floden, University of Arizona; Melanie Bell, University of Arizona
10:05 AM
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Making an Impact Through Testing
Rosanna Overholser
10:05 AM
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A Partial Simulation Study of Phantom Effects in Multilevel Analysis of School Effects: The Case of School Socioeconomic Composition
Xin Ma, University of Kentucky; Hao Zhou, University of Kentucky
10:35 AM
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Implementing Empirical Results of Panel Models with Lagged Dependent Variables and Random Intercepts into Microsimulation
Dawid Bekalarczyk; Petra Stein, University of Duisburg-Essen
10:55 AM
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A Spatial Microsimulation Model of Labor Market Integration in Germany
Monika Obersneider, University of Duisburg-Essen; Petra Stein, University of Duisburg-Essen
11:00 AM
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Using Statistical and Machine Learning Methods to Analyze Response Time Data from Computer-Based Educational Assessments
Bingchen Liu, Educational Testing Service
11:10 AM
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Dynamic Interventions for Outcome Improvement: Minimizing Cost for a Fixed RMSE
Stephanie M Coffey, U.S. Census Bureau
11:15 AM
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Extracting Practical Value from Experimental Designs Through Simulation
Rob Lievense, JMP
11:20 AM
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HFCS Micro Simulation Model
Miguel Ampudia, European Central Bank; Johannes Fleck, European Central Bank
2:05 PM
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Mixed Network Modeling for Network Simulation
Fairul Mohd-Zaid, Air Force Research Labs; Wright Shamp, Florida State University
2:05 PM
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Estimating Knots in Bilinear Spline Growth Models with Time-Invariant Covariates in the Framework of Individual Measurement Occasions
Jin Liu; Robert A. Perera, VCU Department of Biostatistics; Robert M. Kirkpatrick, Virginia Institute for Psychiatric & Behavioral Genetics
2:20 PM
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Statistical Modeling Strategies for Medication Adherence Research
Josh DeClercq, Vanderbilt University Medical Center; Leena Choi, Vanderbilt University Medical Center
2:50 PM
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A Simulation Study for the Statistical Performance of Matching Adjusted Indirect Comparison
Fan Wu, Biogen; Xiaoyu Jiang, Biogen; Katherine Riester, Biogen
3:35 PM
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Wednesday, 07/31/2019
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Modern Bayesian Software: Current Capability and Usage
Fang Chen, SAS Institute Inc
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Assessment of Differential Expression Methods for 10x Genomics Data Sets
Jacob Gagnon, Biogen; Wenting Wang, Biogen; Eugenia Lyashenko, Biogen; Dann Huh, Biogen; Dipen Sangurdekar, Biogen; Liping Hou, BioStat Solutions, Inc
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Average Relative Effect Tests for Composite Outcomes: In Rescue of the Less Frequent Components
Edward Mascha, Cleveland Clinic
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Evaluation of Semiparametric Single Index Model for Characterizing Effects of Correlated Exposures
Yuyan Wang, New York University; Mengling Liu, New York University
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Emulating Satellite Drag from Large Simulation Experiments
Furong Sun, Virginia Tech; Robert Gramacy, Virginia Tech; Ben Haaland, University of Utah; Earl Christopher Lawrence, Los Alamos National Laboratory; Andrew Walker, Los Alamos National Laboratory
9:15 AM
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Crashing into the Moon by Partitioning Large Simulations
Kary Myers, Los Alamos National Laboratory
9:35 AM
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Evaluation of Semiparametric Single Index Model for Characterizing Effects of Correlated Exposures
Yuyan Wang, New York University; Mengling Liu, New York University
9:45 AM
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BayesCT: a Tool for Simulation and Analysis of Adaptive Bayesian Clinical Trials
Thevaa Chandereng, University of Wisconsin-Madison; Donald Musgrave, Medtronic; Tarek Haddad, Medtronic ; Graeme Hickey, Medtronic; Tim Hanson, Medtronic ; Theodore Lystig, Medtronic; Rick Chappell, University of Wisconsin-Madison
9:50 AM
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Real-Time Change Point Detection
Kyungduk Ko, Boise State University
10:35 AM
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Circuit Fault Diagnosis Using Simulation and Bayesian Inference
Qianqian Shan, Iowa State University; Stephen Holland, Iowa State University; William Q. Meeker, Iowa State University
10:50 AM
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The Statistical Performance of Hierarchical Shrinkage Priors in Modeling Outcomes with Imaging Data
Justin Leach, University of Alabama at Birmingham; Inmaculada Aban, University of Alabama at Birmingham
11:05 AM
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Simulation Study of Time Series Models Generated by Underlying Dynamics
Evidence Matangi; Alexander Gluhovsky, Purdue University
11:50 AM
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A Simulation Approach to Predicting Time to Terminal Event in Joint Dynamic Modeling
Piaomu Liu, Dept. of Mathematical Sciences, Bentley University; Edsel A Pena, University of South Carolina
11:50 AM
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Big Datum: Modeling the Universe and Other Smaller Things
Earl Christopher Lawrence, Los Alamos National Laboratory
2:25 PM
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A Simulation-Based Comparison of Dynamic Connectivity Methods in fMRI
Heather Shappell, Johns Hopkins University; Brian Caffo, Johns Hopkins Bloomberg School of Public Health; James Pekar, F.M. Kirby Research Center for Functional Brain Imaging; Martin Lindquist, Johns Hopkins University
2:50 PM
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Integrating Spatial-Capture Recapture Models into Spatially Explict Disease Simulations
Robin Russell, US Geological Survey; Daniel Walsh, US Geological Survey; Tonie Rocke, US Geological Survey; Martin Grunnill, US Geological Survey and University of Wisconsin
3:05 PM
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New Methodology of Calibration in Stratified Random Sampling
Shameem Alam; Sarjinder Singh, Texas A & M University-Kingsville; Javid Shabbir, Quaid-e-Azam University Islamabad
3:20 PM
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Spatial Statistics for the Computational Simulation of Complex Material Microstructures
Lyndsay Shand, Sandia National Laboratories; Dan Bolintineanu, Sandia National Laboratories
3:25 PM
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Thursday, 08/01/2019
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Replication or Exploration? Sequential Design for Stochastic Simulation Experiments
Robert Gramacy, Virginia Tech; Mickael Binois, Argonne National Laboratory; Jiangeng Huang, Virginia Tech; Mike Ludkovsku, UC Santa Barbara
8:35 AM
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A Model for Built Environment Effects on Mode Usages
Kai Yoshioka, University of California, Irvine; Tomomi Miyazaki, Kobe University
9:15 AM
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Trial Simulations to Support Proof of Concept Study Design: Application to Immunology
John Gibbs, AbbVie
9:35 AM
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Lessons Learned: Revising an Online Introductory Course
Erin E Blankenship, University of Nebraska-Lincoln; Ella Burnham, University of Nebraska- Lincoln
9:35 AM
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Meta-Modeling for ICU Contamination Transmission Simulations: Using Smart Sampling and Machine Learning to Link Data to Simulation Parameters
Ben Haaland, University of Utah; Damon Toth, University of Utah; Molly Leecaster, University of Utah
9:55 AM
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Estimations Based on Nonprobability Samples: a Simulation Study
Christian Bruch, GESIS; Barbara Felderer, University of Mannheim
10:05 AM
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Integration of Pharmacometric and Statistical Analyzes to Enhance Quantitative Decision Making in Clinical Drug Development
Kenneth G. Kowalski, Kowalski PMetrics Consulting, LLC
10:35 AM
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Complex and Innovative Clinical Trials in Pharmaceutical Regulation
John Scott, FDA
11:25 AM
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