All Times EDT
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Activity Details
372
Thu, 8/12/2021,
12:00 PM -
1:50 PM
Virtual
SPEED: SPAAC SESSION IV — Topic-Contributed Speed
SPAA Committee
Chair(s): Steve Pierson, ASA
12:05 PM
Predicting Clinical Events Using Bayesian Multivariate Linear Mixed Models with Application to Scleroderma
Jisoo Kim, Johns Hopkins University ; Ami Shah, Johns Hopkins University; Laura K. Hummers, Johns Hopkins School of Medicine; Scott Zeger, Johns Hopkins University
12:10 PM
Interval Estimation of Relative Risks for Combined Unilateral and Bilateral Correlated Data under the Assumption of Equal Dependence
Kejia Wang, State University of New York at Buffalo ; Chang-Xing Ma, State University of New York at Buffalo
12:15 PM
Quantifying Individual Level Always Survivor Causal Effects
Jaffer Zaidi, SAMSI, UNC Chapel Hill ; Tyler J VanderWeele, Harvard University
12:20 PM
Semiparametric Q-Learning for Optimal Dynamic Treatment Regime with Right-Censored Survival Outcome and Missing Treatment Data
Lingyun Lyu, Department of Biostatistics, University of Pittsburgh ; Yu Cheng, University of Pittsburgh; Abdus S Wahed, Department of Biostatistics, University of Pittsburgh
12:25 PM
On the Algorithmic Learning of Multi-Modal Data Fusion in Imaging Genetics with an Extension to Alzheimer’s Disease
Kristen Nalani Knight, University of Georgia
12:30 PM
On Interactions Between Observed and Unobserved Covariates in Matched Observational Studies with Application to the Effect of Anger and Hostility on Heart Problems
Siyu Heng, University of Pennsylvania ; Dylan S. Small, University of Pennsylvania
12:35 PM
Change-Plane Analysis for Subgroup Detection with Continuous Treatment
Peng Jin, New York University Grossman School of Medicine ; Wenbin Lu, North Carolina State University; Mengling Liu, New York University Grossman School of Medicine
12:40 PM
Defensible Widths for Propensity Score Subclasses
Ben B. Hansen, University of Michigan
12:45 PM
Applications of Bayesian Shrinkage Prior Models in Clinical Research with Categorical Responses
Arinjita Bhattacharyya, Merck & Co., Inc. ; Subhadip Pal, University of Louisville; Riten Mitra, University of Louisville; Shesh N Rai, University of Louisville
12:50 PM
Statistical Literacy and Domain Experts: Evidence from University of Ibadan-Laboratory for Interdisciplinary Statistical Analysis Clients
Serifat Adedamola Folorunso, Univerity of Ibadan ; Tomiwa T Oyelakin, Univerity of Ibadan; Oluwaseun A Otekunrin, Univerity of Ibadan; Basheer Olawale Akanbi, Univerity of Ibadan
1:00 PM
Evaluating Possible Compensatory Mechanisms of Placenta MiRNA Expression Using Regression-Based Clustering
Bo NMN Zhang, University of Kansas Medical Center ; Prabhakar Chalise, University of Kansas Medical Center; Jinxiang Hu, University of Kansas Medical Center; Jianghua He, University of Kansas Medical Center; Amber Burt, Department of Environmental Health, Rollins School of Public Health, Emory University ; Elizabeth Kennedy, Emory Winship Cancer Institute; Carmen Marsit, Emory Winship Cancer Institute; Devin C Koestler, University of Kansas Medical Center
1:05 PM
CosinoRmixedeffects: An R Package for Mixed-Effects Cosinor Models
Ruixue Hou, Icahn School of Medicine at Mount Sinai ; Lewis E Tomalin, Icahn School of Medicine at Mount Sinai; Mayte Suárez-Fariñas, Icahn School of Medicine at Mount Sinai
1:10 PM
Assessing Similarly Changed Gene Expression in Different Studies
Lisa Neums, University of Kansas Medical Center, Department of Biostatistics & Data Science ; Jeffrey Thompson, Department of Biostatistics & Data Science, University of Kansas Medical Center
1:15 PM
Developing a Statistical Approach to Facilitate Sameness Assessment of Complex Heterogenous Active Pharmaceutical Ingredients
Yu-Ting Weng, U.S. Food and Drug Administration ; Meng Hu, U.S. Food and Drug Administration; Liang Zhao, U.S. Food and Drug Administration; Chao Wang, U.S. Food and Drug Administration; Meiyu Shen, Office of Biostatistics CDER, FDA; Xiajing Gong, U.S. Food and Drug Administration
1:20 PM
Evaluation of Biomarkers for Heterogeneous Case-Control Studies
Yunro Chung, Arizona State University ; Danielle Brister, Arizona State University
1:25 PM
Impacts of Heathrow Airport’s Air Pollution on Residents’ Health
Jasmine Lusane, n/a ; Joseph Gayle, n/a; Sheetal Panchal, n/a; Kayli Wren, n/a; Carla Daza, n/a
1:30 PM
Nonparametric Generalized Linear Models Under Nonlinear Constraints
Kali Prasun Chowdhury, University of California, Irvine ; Weining Shen, University of California Irvine
1:35 PM
Hypothesis Testing to Detect Sample Dependence in Object Multiplier Data
Alex Antequeda Campos, Pontificia Universidad Católica de Chile ; Isabelle Beaudry, Pontificia Universidad Católica de Chile
1:40 PM
A Story About Deviant Behavior and Epilepsy: A Longitudinal Data Analysis Application
Tamika Royal-Thomas, The University of the West Indies ; Tatyana McLean, The University of the West Indies; Tymea Richards, The University of the West Indies
1:45 PM
Dynamic Prediction of Overall Survival for Patients with Advanced Non-Small Cell Lung Cancer
Xuechen Wang, University of Utah, School of Medicine, Department of population health science ; Benjamin Haaland, University of Utah, School of Medicine, Department of population health science; KATHLEEN KERRIGAN, University of Utah, Huntsman Cancer Institute; Sonam Puri, University of Utah, Huntsman Cancer Institute; Wallace Akerley, University of Utah, Huntsman Cancer Institute
