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* = applied session ! = JSM meeting theme
Activity Details
4 * !
Mon, 8/3/2020,
10:00 AM -
11:50 AM
Virtual
Utilizing Public Genomic Data for the Public Good: Improving Understanding of Disease Etiology and Treatment — Invited Papers
WNAR , Korean International Statistical Society, Section on Statistics in Genomics and Genetics
Organizer(s): Dongjun Chung, The Ohio State University
Chair(s): Dongjun Chung, The Ohio State University
10:05 AM
Harmonizing Genetic Ancestry and Self-Identified Race/Ethnicity in Genome-Wide Association Studies
Hua Tang, STANFORD UNIVERSITY
10:25 AM
Model Checking and More Powerful Inference in Transcriptome-Wide Association Studies
Wei Pan, University of Minnesota
10:45 AM
Integrative Analysis of Cancer Multi-Omics Data
Qianxing Mo, H. Lee Moffitt Cancer Center & Research Institute
11:05 AM
Translating Genomic and Transcriptomic Studies to Identify Actionable Targets
Hae Kyung Im, University of Chicago
11:25 AM
Prioritizing Disease Candidate Genes Using Knockout Mouse Phenotype Data
Donghyung Lee, Miami University
11:45 AM
Floor Discussion
25 * !
Mon, 8/3/2020,
10:00 AM -
11:50 AM
Virtual
Modern Techniques in Handling Missing Data with Challenging Data Structures Including Big and Small Data Files — Topic Contributed Papers
Survey Research Methods Section , SSC (Statistical Society of Canada), Korean International Statistical Society
Organizer(s): Sixia Chen, University of Oklahoma Health Sciences Center
Chair(s): Sixia Chen, University of Oklahoma Health Sciences Center
10:05 AM
Nearest Neighbor Multiple Imputation: Problems and Potential Solutions
Presentation
Rebecca Andridge, Ohio State University ; Katherine Jenny Thompson, US Census Bureau
10:25 AM
Bayesian Jackknife Empirical Likelihood Based Inference for Missing Data and Causal Inference Problems
Yichuan Zhao, Georgia State University ; Sixia Chen, University of Oklahoma Health Sciences Center; Yuke Wang, Georgia State University
10:45 AM
A Rescaling Bootstrap Method for Imputed Survey Data
Zeinab Mashreghi, University of Winnipeg ; Huiqi Deng, University of Winnipeg
11:05 AM
Missing Data Analysis Using Machine Learning
Chao Xu, University of Oklahoma Health Science Center ; Sixia Chen, University of Oklahoma Health Sciences Center
11:25 AM
Discussant: Don Jang, National Opinion Research Center(NORC) at the University of Chicago
11:45 AM
Floor Discussion
30 * !
Mon, 8/3/2020,
10:00 AM -
11:50 AM
Virtual
Quality in Numbers: NIH Experience in Data Repositories — Topic Contributed Papers
Caucus for Women in Statistics , Korean International Statistical Society, ENAR
Organizer(s): Dong-Yun Kim, National Heart Lung and Blood Institute/NIH
Chair(s): Dong-Yun Kim, National Heart Lung and Blood Institute/NIH
10:05 AM
NIDDK Data and Sample Repositories
Presentation
Elizabeth C Wright, NIDDK/NIH ; Tolulope M Abidogun, National Institute of Diabetes Digestive and Kidney Diseases/NIH; Sharon M Lawlor, National Institute of Diabetes Digestive and Kidney Diseases/NIH; Rebecca M Rodriguez, National Institute of Diabetes Digestive and Kidney Diseases/NIH
10:25 AM
PubChem: A Public Chemical Information Resource for Big Data Chemistry
Presentation
Sunghwan Kim, National Institutes of Health
10:45 AM
Genomic Data for Everyone
HeeJong Sung, NIH
11:05 AM
Discussant: Sun Jung Kang, National Institutes of Health
11:25 AM
Floor Discussion
124
Mon, 8/3/2020,
1:00 PM -
2:50 PM
Virtual
Recent Advances in Network Modeling and Visualizations — Topic Contributed Papers
Korean International Statistical Society , WNAR
Organizer(s): Ick Hoon Jin, Yonsei University
Chair(s): Michael Schweinberger, Rice University
1:05 PM
Modeling Interaction Lengths in Continuous-Time Dynamic Networks
Presentation
Riccardo Rastelli, University College Dublin
1:25 PM
A Probabilistic Framework for Models of Dependent Network Data, with Applications to Brokerage in Social Networks
Jonathan Stewart ; Michael Schweinberger, Rice University
1:45 PM
Network Mediation Analysis: Latent Space and Eigen-Analysis Approaches
Ick Hoon Jin, Yonsei University
2:05 PM
HubViz: A Statistical Model for Hub-Centric Visualization of Multivariate Binary Data
Dongjun Chung, The Ohio State University ; Jin Hyun Nam, Medical University of South Carolina; Ick Hoon Jin, Yonsei University
2:25 PM
Network Based Variable Selection for High-Dimensional Longitudinal Data
Cen Wu, Kansas State University ; Fei Zhou, Kansas State University
2:45 PM
Floor Discussion
173
Tue, 8/4/2020,
10:00 AM -
2:00 PM
Virtual
Recent Advances in Statistical Learning and Missing Data Handling — Contributed Papers
Korean International Statistical Society , Section on Statistical Learning and Data Science
Chair(s): Yimin Zhang, Villanova University
Estimating High-Dimensional Covariance and Precision Matrices Under General Missing Dependence
Seongoh Park, The Research Institute of Basic Sciences at Seoul National University ; Xinlei (Sherry) Wang, Southern Methodist University; Johan Lim, Seoul National University
A Generalized Kernel Two-Sample Test
Hoseung Song, University of California, Davis ; Hao Chen, University of California, Davis
Imputation Approach Based on Latent Class Trajectory for Handling Missing Values in Self-Reported Data
MinJae Lee, University of Texas Southwestern Medical Center
Variable Selection with Metaheuristic Methods
Myung Soon Song, Kutztown University of Pennsylvania ; Francis J Vasco, Kutztown University of Pennsylvania; Yun Lu, Kutztown University of Pennsylvania; Kyle Callaghan, Kutztown University of Pennsylvania
Sparse Machine Learning Methods for Regression with Regularized Tensor Product Kernel
Hang Yu, University of North Carolina at Chapel Hill ; Yuanjia Wang, Columbia University; Donglin Zeng, University of North Carolina at Chapel Hill
239 * !
Tue, 8/4/2020,
1:00 PM -
2:50 PM
Virtual
Synthetic Data and Differential Privacy: Data, Privacy and the Public Good — Invited Papers
Survey Research Methods Section , Korean International Statistical Society, Government Statistics Section
Organizer(s): Hang Kim, University of Cincinnati
Chair(s): Katherine Jenny Thompson, US Census Bureau
1:05 PM
Synthetic Microdata for Establishment Surveys Under Informative Sampling
Presentation
Hang Kim, University of Cincinnati ; Joerg Drechsler, Institute for Employment Research; Katherine Jenny Thompson, US Census Bureau
1:25 PM
Bayesian Pseudo Posterior Mechanism Under Differential Privacy
Terrance Savitsky, Bureau of Labor Statistics; Matthew Williams, National Center for Science and Engineering Statistics, National Science Foundation ; Jingchen (Monika) Hu, Vassar College
1:45 PM
Differentially Private Data Synthesis: Challenges and Opportunities
Fang Liu, University of Notre Dame
2:05 PM
On the Formally Private Use of Public Historical Data to Control Upward Bias in Small Counts
Philip Leclerc, US Census Bureau
2:25 PM
Discussant: Joerg Drechsler, Institute for Employment Research
2:45 PM
Floor Discussion
266
Tue, 8/4/2020,
1:00 PM -
2:50 PM
Virtual
Recent Advances in Spatial-Temporal Modeling and Its Applications — Topic Contributed Papers
Korean International Statistical Society , WNAR
Organizer(s): Won Chang, University of Cincinnati
Chair(s): Won Chang, University of Cincinnati
1:05 PM
An Analysis of Hurricane Impact Across Multiple Cancers: Accessing Spatio-Temporal Variation in Cancer-Specific Survival with Hurricane Katrina and Louisiana SEER Data
Rachel Carroll, University of North Carolina at Wilmingt
1:25 PM
Physics Driven Dynamic Imputation with Application to Pollution Satellite Images
Youngdeok Hwang, Baruch College, CUNY ; Won Chang, University of Cincinnati; Hang Kim, University of Cincinnati
1:45 PM
Source-Specific Exposure Assessment by Using Bayesian Spatial Multivariate Receptor Modeling
Eun Sug Park, Texas A&M Transportation Institute
2:05 PM
Spatio-Temporal Modeling of Power Grid Frequency Data
Amanda Lenzi, Argonne National Laboratory ; Mihai Anitescu, Argonne National Laboratory and The University of Chicago; Julie Bessac, Argonne National Laboratory
2:25 PM
A New Computer Model Calibration Framework Using Deep Learning
Saumya Bhatnagar, Univ of Cincinnati - Cincinnati, OH ; Won Chang, University of Cincinnati; Seonjin Kim, Miami University; Jiali Wang, Argonne National Laboratory
2:45 PM
Floor Discussion
303 !
Wed, 8/5/2020,
10:00 AM -
11:50 AM
Virtual
Recent Developments on Order-Related Designs and Inferences — Topic Contributed Papers
Korean International Statistical Society , Survey Research Methods Section, Section on Nonparametric Statistics
Organizer(s): Xinlei (Sherry) Wang, Southern Methodist University
Chair(s): Johan Lim, Seoul National University
10:05 AM
Robust Confidence Intervals for a Proportion Using Ranked-Set Sampling
Presentation
Yimin Zhang, Villanova University ; Jesse Frey, Villanova University
10:25 AM
An Objective General Index and Its Generalizations
Tomonari Sei, The University of Tokyo
10:45 AM
Unbalanced Ranked Set Sampling in CRDs and Its Application to Missing Data from Balanced Design
Soohyun Ahn, Ajou University ; Xinlei (Sherry) Wang, Southern Methodist University; Johan Lim, Seoul National University
11:05 AM
Sequential Analysis for Testing the Equality of Two Distributions Based on Early Failed Ranked Set Samples
Tao Li, Shanghai University of Fianance and Economics
11:25 AM
On the Generalized Isotonic Recursive Partitioning Algorithm
Joong-Ho Won, Seoul National University
11:45 AM
Floor Discussion
365
Wed, 8/5/2020,
10:00 AM -
2:00 PM
Virtual
Contributed Poster Presentations: Korean International Statistical Society — Contributed Poster Presentations
Korean International Statistical Society
1:
Classification of Histogram-Valued Data with Support Histogram Machines
Ilsuk Kang, University of Georgia ; Cheolwoo Park, University of Georgia; Hosik Choi, Kyonggi University; Young Joo Yoon, Korea National University of Education; Changyi Park, University of Seoul
2:
Differentially Private Goodness-of-Fit Test for Continuous Distributions
SeungWoo Kwak, Department of Statistics, University of Georgia ; Jeongyoun Ahn, Department of Statistics, University of Georgia; Cheolwoo Park, University of Georgia; Jaewoo Lee, University of Georgia
3:
Small Area Estimation Under Insufficient Auxiliary Information
Juhyung Lee, University of Georgia ; Gauri Datta, U.S. Census Bureau/University of Georgia
4:
Various Tree Structured Model Using Projection Pursuit Method
Eun-Kyung Lee, Ewha Womans University ; Hyunsun Cho, Ewha Womans University
5:
Exact Inference for the Exponential Parameter Based on Generalized Adaptive Progressive Hybrid Censoring Scheme
Subin Cho, Daegu University ; Kyeongjun Lee, Daegu University; Hyemin Jang, National Health Insurance Service
438
Thu, 8/6/2020,
10:00 AM -
11:50 AM
Virtual
Statistical Methods for Topological Data Analysis — Topic Contributed Papers
Section on Statistical Learning and Data Science , Korean International Statistical Society, IMS
Organizer(s): Chul Moon, Southern Methodist University
Chair(s): Hengrui Luo, The Ohio State University
10:05 AM
Solution Manifold and Its Statistical Applications
Yen-Chi Chen, University of Washington
10:25 AM
Persistent Topological Descriptors for Functional Brain Network
Hyunnam Ryu, University of Georgia ; Nicole Lazar, University of Georgia
10:45 AM
Uncovering the Holes in the Universe with Topological Data Analysis
Jessi Cisewski-Kehe, Yale University
11:05 AM
Confidence Band for Persistent Homology
Presentation
Jisu Kim, Inria
11:25 AM
Discussant: Chul Moon, Southern Methodist University
11:45 AM
Floor Discussion
542
Thu, 8/6/2020,
1:00 PM -
2:50 PM
Virtual
Recent Extension from Univariate to Multivariate Analysis for High-Dimensional Data with Complex Environment — Topic Contributed Papers
Section on Statistical Computing , IMS, Korean International Statistical Society
Organizer(s): Jin-Hong Park
Chair(s): Qin Wang, University of Alabama
1:05 PM
New Class of Multiple Time Series Modeling: An Extension from Univariate Dimension Reduction
Jin-Hong Park
1:25 PM
Sufficient Dimension Reduction for Matrix and Tensor Time Series Data
Seyed Yaser Samadi, Southern Illinois University, Carbondale
1:45 PM
Testing Equality of Means for the Incomplete Paired Data with the IncomPair R Package
Desale Habtzghi, DePaul University
2:05 PM
Robust Multivariate Mixture Estimation with Partial L2E
Fikriye Kabakci, Recep Tayyip Erdogan University ; Umashanger Thayasivam, Rowan University
2:25 PM
Floor Discussion