A Combination of Generalized Linear Mixed Model and LASSO Methods for Estimating Number of Patients Covid 19 in the Intensive Care Units

A Combination of Generalized Linear Mixed Model and LASSO Methods for Estimating Number of Patients Covid 19 in the Intensive Care Units

Generalized linear mixed models (GLMM) combined with the L1 penalty (Least Absolute Shrinkage and Selection Operator/LASSO) is called LASSO GLMM. LASSO GLMM reduces overfitting and selects predictor variables in modeling. The aim of this study is to evaluate the model's performance for predicti...

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Bibliographic Details
Main Authors: Alona Dwinata, Khairil Anwar Notodiputro, Bagus Sartono
Format: Article
Language:English
Published: Mathematics Department UIN Maulana Malik Ibrahim Malang 2021-11-01
Series:Cauchy: Jurnal Matematika Murni dan Aplikasi
Subjects:
covid 19
glmm
glmmlasso
lasso
Online Access:https://ejournal.uin-malang.ac.id/index.php/Math/article/view/11575

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