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485 Thu, 8/6/2020, 10:00 AM - 2:00 PM Virtual
A Unified View on Model Selection — Contributed Papers
Biometrics Section
Chair(s): Roberta De Vito, Brown University
Bayesian Logistic Regression and Survival Models with Structured Priors for Microbiome Feature Selection
Liangliang Zhang, M.D. Anderson Cancer Center; Yushu Shi, University of Texas MD Anderson Cancer Center; Kim-Anh Do, The University of Texas MD Anderson Cancer Center; Robert Jenq, The University of Texas MD Anderson Cancer Center; Christine B. Peterson, The University of Texas MD Anderson Cancer Center
A-I-(Don't)-C the Future: A New Class of Selection Criteria Geared Towards (Better) Prediction
Javier Flores, University of Iowa; Joseph Cavanaugh, University of Iowa
Spike-And-Slab LASSO for Estimation and Variable Selection in Longitudinal Mixed Endpoints Data with High-Dimensional Covariates
Yunusa Olufadi, University of Memphis; Ebenezer Olusegun George, University of Memphis
A Splitting and Smoothing Approach for the Cox Regression with High-Dimensional Interval Censored Data
Rui Yang, UCLA/Covance Inc.; Gang Li, University of California, Los Angeles
Microbial Interaction Network Estimation via Bias-Corrected Graphical Lasso
Duo Jiang, Oregon State University; Thomas Sharpton, Oregon State University; Yuan Jiang, Oregon State University
Estimating Overall Contribution of High-Dimensional Predictors with Measurement Error
Jianxin Shi, National Cancer Institute; Soutrik Mandal, National Cancer Institute; Do Hyun Kim, Biostatistics Branch, DCEG, NCI
Bayesian Inference Methods for Generalized Linear Models with Shrinkage Priors and Data Augmentation
Arinjita Bhattacharyya, University of Louisville; Subhadip Pal, University of Louisville; Riten Mitra, University of Louisville; Shesh N. Rai, University of Louisville