-
A Hierarchical Integrative Group LASSO (HiGLASSO) Framework for Analyzing Environmental Mixtures
Environmental health studies are increasingly measuring multiple polluta...
03/28/2020 ∙ by Jonathan Boss, et al. ∙
0
∙
share
read it
-
A Functional EM Algorithm for Panel Count Data with Missing Counts
Panel count data is recurrent events data where counts of events are obs...
03/02/2020 ∙ by Alexander Moreno, et al. ∙
0
∙
share
read it
-
Weakly-supervised Multi-output Regression via Correlated Gaussian Processes
Multi-output regression seeks to infer multiple latent functions using d...
02/19/2020 ∙ by Seokhyun Chung, et al. ∙
0
∙
share
read it
-
Regression Analysis of Dependent Binary Data for Estimating Disease Etiology from Case-Control Studies
In large-scale disease etiology studies, epidemiologists often need to u...
06/20/2019 ∙ by Zhenke Wu, et al. ∙
0
∙
share
read it
-
A Bayesian Approach to Restricted Latent Class Models for Scientifically-Structured Clustering of Multivariate Binary Outcomes
In this paper, we propose a general framework for combining evidence of ...
08/24/2018 ∙ by Zhenke Wu, et al. ∙
0
∙
share
read it
