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A Hierarchical Integrative Group LASSO (HiGLASSO) Framework for Analyzing Environmental Mixtures
Environmental health studies are increasingly measuring multiple polluta...
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A Functional EM Algorithm for Panel Count Data with Missing Counts
Panel count data is recurrent events data where counts of events are obs...
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Weakly-supervised Multi-output Regression via Correlated Gaussian Processes
Multi-output regression seeks to infer multiple latent functions using d...
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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...
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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 ...
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Zhenke Wu
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