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05/14/2023
glmmPen: High Dimensional Penalized Generalized Linear Mixed Models
Generalized linear mixed models (GLMMs) are widely used in research for ...
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05/14/2023
Efficient Computation of High-Dimensional Penalized Generalized Linear Mixed Models by Latent Factor Modeling of the Random Effects
Modern biomedical datasets are increasingly high dimensional and exhibit...
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07/18/2022
Deeply-Learned Generalized Linear Models with Missing Data
Deep Learning (DL) methods have dramatically increased in popularity in ...
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01/18/2021
Handling Non-ignorably Missing Features in Electronic Health Records Data Using Importance-Weighted Autoencoders
Electronic Health Records (EHRs) are commonly used to investigate relati...
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12/13/2019