Bayesian regularization for a nonstationary Gaussian linear mixed effects model-Reference-Cited by-同舟云学术

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Bayesian regularization for a nonstationary Gaussian linear mixed effects model

Published:2021-12-12 Issue:4 Volume:41 Page:681-697
ISSN:0277-6715
Container-title:Statistics in Medicine
language:en
Short-container-title:Statistics in Medicine

Author:

Gecili Emrah¹^ORCID,Sivaganesan Siva²^ORCID,Asar Ozgur³^ORCID,Clancy John P.⁴,Ziady Assem⁵,Szczesniak Rhonda D.¹^ORCID

Affiliation:

1. Division of Biostatistics and Epidemiology Cincinnati Children's Hospital Medical Center Cincinnati Ohio USA

2. Division of Statistics and Data Science, Department of Mathematical Sciences University of Cincinnati Cincinnati Ohio USA

3. Department of Biostatistics and Medical Informatics Acibadem University Istanbul Turkey

4. Cystic Fibrosis Foundation Bethesda Maryland USA

5. Division of Pulmonary Medicine Cincinnati Children's Hospital Medical Center Cincinnati Ohio USA

Funder

Cystic Fibrosis Foundation

National Heart, Lung, and Blood Institute

Publisher

Wiley

Subject

Statistics and Probability,Epidemiology

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/sim.9279

Reference42 articles.

1. Robust elastic net estimators for variable selection and identification of proteomic biomarkers

2. Penalized Generalized Estimating Equations for High-Dimensional Longitudinal Data Analysis

3. Probability of Treatment Following Acute Decline in Lung Function in Children with Cystic Fibrosis is Related to Baseline Pulmonary Function

4. Real-time monitoring of progression towards renal failure in primary care patients

5. Dynamic predictive probabilities to monitor rapid cystic fibrosis disease progression

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