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CC = Baltimore Convention Center, H = Hilton Baltimore
* = applied session ! = JSM meeting theme
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Keyword Search Criteria: Complex returned 70 record(s)
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Sunday, 07/30/2017
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Network Time Series Modeling
Marina Knight, University of York; Matthew Nunes, Lancaster University; Guy Nason, University of Bristol
2:05 PM
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Estimating Parameters in Complex Systems with Functional Outputs - a Wavelet-Based Approximate Bayesian Computation Approach
Ruijin Lu, Virginia Polytechnic Institute and State University; Hongxiao Zhu, Assistant Professor, Virginia Tech; Chen Ming, Department of Mechanical Engineering, Virginia Tech; Anupam K. Gupta, Department of Mechanical Engineering, Virginia Tech; Rolf Muller, Department of Mechanical Engineering, Virginia Tech
2:35 PM
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Model-Assisted Estimation of Proportions in Repeated Survey with Complex Rotation Pattern: Application to the Current Population Survey
Daniel Bonnéry, University of Maryland
3:20 PM
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Evaluating Particle Filtering Methods for Complex Multi-Pathogen Disease Systems
Xi Meng, University of Massachusetts Amherst; Nicholas G. Reich, University of Massachusetts Amherst
3:20 PM
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Model-Assisted Estimation with Regression Trees
Kelly McConville, Swarthmore College; Daniell Toth, US Bureau of Labor Statistics
4:05 PM
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Disentangling Complex Multivariate Categorical Data
Ralph Turner
4:20 PM
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Community Detection and Invariance to Distribution
Guy Bresler, MIT; Wasim Huleihel, MIT
4:35 PM
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Recursive Partition Split Selection Using a Permutation Test for Complex Sample Data
Daniell Toth, U.S. Bureau of Labor Statistics
4:45 PM
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Bounded-Width Confidence Interval for Gini Index Under Complex Survey
Francis Bilson Darku, University of Texas at Dallas; Bhargab Chattopadhyay, Indian Institute of Information Technology - Vadodara
4:50 PM
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Towards Identifying and Refining Individual Connectivity Patterns in the Human Brain
Joaquin Goni, Purdue University; Enrico Amico, Purdue University
5:05 PM
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Monday, 07/31/2017
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Impact of Divergence of Training and Testing Sets on Predictive Risk and Measure of Model Complexity
Jieyi Jiang, Ohio State University; Yoonkyung Lee, The Ohio State University; Steven MacEachern, The Ohio State University
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Impact of Divergence of Training and Testing Sets on Predictive Risk and Measure of Model Complexity
Jieyi Jiang, Ohio State University; Yoonkyung Lee, The Ohio State University; Steven MacEachern, The Ohio State University
8:55 AM
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SVM-CART for Disease Classification
Evan Reynolds, University of Michigan; Mousumi Banerjee, University of Michigan; Brian Callaghan, University of Michigan
9:35 AM
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Model-Based Standardization to Adjust for Unmeasured Cluster-Level Confounders with Complex Survey Data
Babette Brumback, University of Florida; Zhuangyu Cai, Roche
10:35 AM
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Modeling Count Data from a Complex Survey using Pseudo Maximum Likelihood
Mulugeta Gebregziabher, MUSC; Lin Dai, Medical University of South Carolina
10:55 AM
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Analysis of Multilevel Complex Survey Data: Comparison of Procedures from Several Software
Lin Dai, Medical University of South Carolina; Mulugeta Gebregziabher, MUSC
11:15 AM
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Gene-Based Association Testing of Dichotomous Traits with Generalized Functional Linear Mixed Models Using Extended Pedigrees
Ruzong Fan; Yingda Jiang, University of Pittsburgh; Chi-yang Chiu, NIH; Momiao Xiong, University of Texas; Christopher I Amos, Geisel School of Medicine at Dartmouth; Daniel Weeks, University of Pittsburgh; Richard John Cook, University of Waterloo; M'Hamed Lajimi Lakhal-Chaieb, Université Laval; Qi Yan, Division of Pulmonary Medicine, Allergy and Immunology, Children's Hospital of Pittsburgh ; Wei Chen, University of Pittsburgh; Michael B. Gorin, UCLA; Yvette P. Conley, University of Pittsburgh; Alexander F. Wilson, NIH; Joan Bailey-Wilson, NIH; McMahon Francis, NIH
11:35 AM
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Recent Development in Statistical Methods for Analyzing Big and Complex Neuroimaging Data
Ciprian M Crainiceanu, Johns Hopkins University
2:05 PM
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Structure Adaptive Multiple Testing
Ang Li, University of Chicago; Rina Foygel Barber, University of Chicago
2:05 PM
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Robust Nonparametric Methods for Sparse and Complex Functional Data
Sara Lopez-Pintado, Columbia University
2:05 PM
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Evaluating IRT Goodness of Fit Measures in the Presence of Complex Sampling of Test Questions
John Donoghue, ETS; Adrienne Sgamatto, ETS
2:45 PM
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Accelerated Failure Time Models for Semi-Competing Risks Data in the Presence of Complex Censoring
Sebastien Haneuse, TE-Harvard T.H. Chan School of Public Health; Kyu Ha Lee, The Forsyth Institute
3:05 PM
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Resolving Balance Complex Discrepancies in the Presence of Negative Data
Laura Bechtel, U.S. Census Bureau; Nicole Czaplicki, U.S. Census Bureau; Maria Garcia, U.S. Census Bureau; Jeremy Knutson, U.S. Census Bureau
3:05 PM
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A Computational Perspective of Information Propagation in Social Networks
Laks V.S. Lakshmanan, University of British Columbia
3:20 PM
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Tuesday, 08/01/2017
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Disregarding Survey Sampling Method When Analyzing Complex Surveys Can Jeopardize Research Findings
Julia N. Soulakova, University of Central Florida; Chiung-Ya Tang, University of Central Florida, Burnett School of Biomedical Sciences, College of Medicine
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A Robust Interrupted Time Series Model for Analyzing Complex Healthcare Intervention Data
Maricela Cruz; Hernando Ombao, KAUST and UC Irvine; Miriam Bender, University of California, Irvine
8:55 AM
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A Distributed Analysis Method for Detecting Genetic Interactions for Complex Diseases in Large Research Consortia
Yulun Liu, University of Pennsylvania; Jing Huang, University of Pennsylvania; Elisabetta Manduchi, University of Pennsylvania; Paul Scheet, The University of Texas MD Anderson Cancer Center; Jason Moore, University of Pennsylvania; Yong Chen, University of Pennsylvania
9:35 AM
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Dissecting Genetic Architecture of Complex Diseases Through Integrated Genomic Analysis
Hongyu Zhao, Yale University
10:55 AM
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Analysis of Clustered Complex Design Data: Propensity Score Matching
Mi-Ok Kim, UCSF
11:25 AM
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Polygenic Risk Modeling Techniques to Incorporate LD, Functional Annotations of SNPs And/Or Multiple Phenotypic Information Using Genome-Wide Association Study Summary-Level Data
Ting-Huei Chen, Université Laval; Nilanjan Chatterjee, Johns Hopkins University; Jianxin Shi, National Cancer Institute
11:35 AM
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Robust Genetic Prediction of Complex Traits with the Latent Dirichlet Process Regression Models
Xiang Zhou, University of Michigan; Ping Zeng, University of Michigan
11:55 AM
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Spatial Small Area Smoothing Models for Handling Survey Data with Nonresponse
Kevin Watjou, Hasselt University; Christel Faes, University Hasselt; Russell S. Kirby, College of Public Health, University of South Florida; Andrew Lawson, Department of Public Health Sciences, Medical University of South Carolina; Rachel Carroll, National Institute of Environmental Health Sciences; Mehreteab Aregay, Department of Public Health Sciences, Medical University of South Carolina; Yannick Vandendijck, University Hasselt
2:05 PM
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Robust Estimates of Re-Identification Risk in Complex Healthcare Data
Lei Li, George Mason University; Anand N. Vidyashankar, George Mason University
2:05 PM
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Extracting Insights from Genomic Data via Complex Interactive Heatmaps
Alicia Schep, Stanford School of Medicine
2:30 PM
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A Bayesian Variable Selection Approach Yields Improved Brain Activation from Complex-Valued fMRI
Cheng-Han Yu, UC Santa Cruz; Raquel Prado, UC Santa Cruz; Hernando Ombao, KAUST and UC Irvine; Daniel B. Rowe, Marquette University
3:05 PM
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Integrating Multi-Omics Data to Identify Target Genes for Complex Traits Through a Gibbs Sampling Strategy
Bingshan Li, Vanderbilt University; Quan Wang, Vanderbilt University; Ying Ji, Vanderbilt University; Rui Chen, Vanderbilt University; Qiang Wei, Vanderbilt University; Xue Zhong, Vanderbilt University; Hai Yang, Vanderbilt University
3:20 PM
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Sensor-Based Localization of Diffusion Sources on Networks: a Bayesian Approach
Jun Li, Boston University; Juliane Manitz, Boston University; Enrico Bertuzzo, University Cà Foscari Venice; Eric Kolaczyk, Boston University
3:20 PM
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Wednesday, 08/02/2017
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Unblinded Sample Size Re-Estimation for Complex Trials
Chris Holland, Amgen
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Analysis of Data from Complex Chemical Experiments: Application of Bayesian Hierarchical Models
Blaza Toman, NIST
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Estimation of Component's Reliability for Masked Data Complex Systems
Agatha Rodrigues; Adriano Polpo, Universidade Federal de São Carlos; Carlos Alberto de Bragança Pereira, Universidade de São Paulo
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Investigating the Performance of Inverse Sampling for Model Estimation
Zachary Haskell Seeskin, NORC at the University of Chicago; Josiane Bechara, NORC at the University of Chicago; Qiao Ma, NORC at the University of Chicago; Edward Mulrow, NORC
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The Heckman Selection Model with Complex Survey Data
Michael Machiorlatti, University of Oklahoma Health Sciences Center; Sixia Chen; Dr. Sara Vesely, The University of Oklahoma Health Sciences Center
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Analysis of Familial Aggregation with Complex Survey Data
Cong Wang, George Washington University; Zhaohai Li, George Washington University; Barry I. Graubard, National Cancer Institute
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BOP2: Bayesian Optimal Designs for Phase II Clinical Trials with Simple and Complex Endpoints
Heng Zhou, MD Anderson Cancer Center; Ying Yuan, M.D. Anderson Cancer Center
8:35 AM
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Orthogonal Series Density Estimation for Complex Surveys
Shangyuan Ye, Oklahoma State University; Ye Liang, Oklahoma State University; Ahmad A. Ibrahim, Oklahoma State University
8:50 AM
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Grouping Methods for Estimating the Prevalences of Rare Traits from Complex Survey Data that Preserve Confidentiality of Respondents
Noorie Hyun, National Cancer Institute; Joseph Gastwirth, the George Washington University; Barry I. Graubard, National Cancer Institute
9:05 AM
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Statistical Challenges in Analysis of Complex Phenotypes Derived from Sequential Images
Dan Nettleton, Iowa State University; Patrick Schnable, Iowa State University; Yehua Li, Iowa State University; Li Wang, Iowa State University; Baskar Ganapathysubramanian, Iowa State University
9:15 AM
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Investigating the Performance of Inverse Sampling for Model Estimation
Zachary Haskell Seeskin, NORC at the University of Chicago; Josiane Bechara, NORC at the University of Chicago; Qiao Ma, NORC at the University of Chicago; Edward Mulrow, NORC
9:50 AM
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Time Trend Analysis with Complex Survey Data
Morgan Earp, U.S. Bureau of Labor Statistics; Daniell Toth, US Bureau of Labor Statistics; Polly Phipps, Bureau of Labor Statistics; Charlotte Oslund, Bureau of Labor Statistics
9:55 AM
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The Heckman Selection Model with Complex Survey Data
Michael Machiorlatti, University of Oklahoma Health Sciences Center; Sixia Chen; Dr. Sara Vesely, The University of Oklahoma Health Sciences Center
9:55 AM
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Analysis of Familial Aggregation with Complex Survey Data
Cong Wang, George Washington University; Zhaohai Li, George Washington University; Barry I. Graubard, National Cancer Institute
10:00 AM
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Empirical Likelihood Inference for Complex Surveys and the Design-Based Oracle Variable Selection Theory
Changbao Wu, University of Waterloo; Puying Zhao, University of Waterloo; David Haziza, University of Montreal
10:35 AM
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Lagged Kernel Machine Regression for Identifying Time Windows of Susceptibility to Exposures of Complex Metal Mixtures
Shelley Liu, Icahn School of Medicine at Mount Sinai; Jennifer Bobb, Group Health Research Institute; Kyu Ha Lee, The Forsyth Institute; Chris Gennings, Icahn School of Medicine at Mount Sinai; Birgit Claus Henn, Boston University School of Public Health; David Bellinger, Harvard T.H. Chan School of Public Health; Christine Austin, Icahn School of Medicine at Mount Sinai; Lourdes Schnaas, National Institute of Perinatology, Mexico; Martha Tellez-Rojo, National Institute of Public Health, Mexico; Howard Hu, University of Toronto Dalla Lana School of Public Health; Robert Wright, Icahn School of Medicine at Mount Sinai; Manish Arora, Icahn School of Medicine at Mount Sinai; Brent Coull, Harvard T.H. Chan School of Public Health
10:35 AM
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On the Development of a Parametric Approach for the Estimation of Totals and Means for Complex Survey Sample Data in the Presence of Full Response
Ismael Flores Cervantes, Westat
10:50 AM
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What Housing Assistance Support Recipients Report as Rent and How They Sort Out, as Indicated by Record Linkage
W. Kingkade, U.S. Census Bureau
11:05 AM
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Statistical Inference of the Relative Concentration Index Using Grouped Data from Complex Surveys
Mandi Yu, National Cancer Institute; Meng Qiu, University of Maryland; Yan Li, University of Maryland
11:15 AM
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Confidence Intervals for Population Attributable Fractions Using Complex Survey Data
Akhil Vaish, Research Triangle Institute; Olga Khavjou, Research Triangle Institute
11:35 AM
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Bootstrap Confidence Interval Bands for Estimates in Measurement Error Model with Linked NHIS and EPA Data
Rong Wei, NCHS / CDC; Pavlina Rumcheva, NCHS/CDC; Van Parsons, National Center for Health Statistics; Jennifer Parker, National Center for Health Statistics; Ambarish Vaidyanathan, NCEH/CDC
11:50 AM
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Multidimensional Indices of Health Disparities Among Adults Aged 45-64 in the 20 Most Populous States in the United States: Results from the National Health Interview Survey
Makram Talih, National Center for Health Statistics; Maria A Villarroel, National Center for Health Statistics
11:55 AM
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Mesoscale Spatial Forecast Verification Over Complex Terrain
Eric Gilleland, NCAR; Manfred Dorninger, University of Vienna; Marion Mittermaier, MetOffice, U.K.; Barbara G. Brown, NCAR; Elizabeth E. Ebert, Bureau of Meteorology; Barbara Casati, Environment Canada; Laurence Wilson, Environment Canada
2:05 PM
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Population Based Genetic Association Study for Two Correlated Complex Diseases with Binary Disease Status and an Underlying Pleiotropic Gene
Vishal Midya, Penn State College of Medicine
3:35 PM
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Thursday, 08/03/2017
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Calibrated Multiple Imputation
Joseph Kang, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB Prevention; Yulei He, National Center for Health Statistics; Precious Esie, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB; Jaeyoung Hong, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB; Kyle Bernstein, National Center for HIV/AIDS, Viral Hepatitis, STD, and TB
9:00 AM
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COMPLEX SURVEY DESIGNS for SIMULTANEOUS ESTIMATION of TOTALS of TWO SENSITIVE VARIABLES
Segun Ahmed, Texas A & M University-Kingsville; Sarjinder Singh, Texas A&M University-Kingsville; Stephen A. Sedory, Texas A&M University-Kingsville
9:35 AM
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Bayesian Model Averaging in Multiple Imputation Under Informative Sampling
Gyuhyeong Goh, Kansas State University; Jae-kwang Kim, Iowa State University
10:35 AM
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Where and Who: Complex and Varying Definitions of Eligibility in a Longitudinal Study
Megan Stead, NORC; Nicholas Davis, NORC; Christopher Ward, NORC; Cheryl L. Sharpless, CMS
10:35 AM
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Small and Large Sample Bias of REML Estimates of Genomic Heritability Estimates: An Assessment Using Big Data
Raka Mandal; Gustavo De Los Campos, Michigan State University; Alexander Grueneberg, Michigan State University; Tapabrata Maiti, Michigan State University
10:50 AM
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The Design of the School Physical Activity and Nutrition (SPAN) 2015-2016 Study
Adriana Perez, Univ of Texas At Houston Health Sci Ctr; Nalini Ranjit, The University of Texas Health Science Center at Houston; Ramah Leith, Title V-Maternal and Child Health Office; Debra Saxton, Texas Department of State Health Services; James Custer, Michael & Susan Dell Center for Healthy Living; Deanna Hoelscher, The University of Texas Health Science Center at Houston
11:20 AM
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Built-In BLUP Genotype Imputation of Adaptive-Weight Genetic Association Burden Test for Data with Complex Correlations
Ting Guan; Xiaowei Wu, Virginia Tech
11:20 AM
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Supervised Community Detection in Dark Networks
Yulia R. Gel, University of Texas at Dallas; Yahui Tian, University of Texas at Dallas
11:35 AM
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Uncovering What Is Inside the Data Using Effective Visualization
Vipin Arora, Eli Lilly and Company; Xiang Zhang, Eli Lilly and Company
11:35 AM
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