Cargando…
Identifying Factors Predicting Kidney Graft Survival in Chile Using Elastic-Net-Regularized Cox’s Regression
Background and Objectives: We developed a predictive statistical model to identify donor–recipient characteristics related to kidney graft survival in the Chilean population. Given the large number of potential predictors relative to the sample size, we implemented an automated variable selection me...
Autores principales: | Magga, Leandro, Maturana, Simón, Olivares, Marcelo, Valdevenito, Martín, Cabezas, Josefa, Chapochnick, Javier, González, Fernando, Kompatzki, Alvaro, Müller, Hans, Pefaur, Jacqueline, Ulloa, Camilo, Valjalo, Ricardo |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9608564/ https://www.ncbi.nlm.nih.gov/pubmed/36295509 http://dx.doi.org/10.3390/medicina58101348 |
Ejemplares similares
-
Adaptive group-regularized logistic elastic net regression
por: Münch, Magnus M, et al.
Publicado: (2019) -
GENRE (GPU Elastic-Net REgression): A CUDA-Accelerated Package for Massively Parallel Linear Regression with Elastic-Net Regularization
por: Khan, Christopher, et al.
Publicado: (2020) -
Genomic selection using regularized linear regression models: ridge regression, lasso, elastic net and their extensions
por: Ogutu, Joseph O, et al.
Publicado: (2012) -
Robust Detection of Impaired Resting State Functional Connectivity Networks in Alzheimer's Disease Using Elastic Net Regularized Regression
por: Teipel, Stefan J., et al.
Publicado: (2017) -
Elastic net regularized regression for time-series analysis of plasma metabolome stability under sub-optimal freezing condition
por: Gonzales, Gerard Bryan, et al.
Publicado: (2018)