Penalized semiparametric Cox regression model on XGBoost and random survival forests.
Yating WangJinxia SuXuejing ZhaoPublished in: Commun. Stat. Simul. Comput. (2023)
Keyphrases
- regression model
- semi parametric
- survival analysis
- model selection
- linear model
- regression analysis
- least squares
- prediction model
- gaussian process
- maximum likelihood
- generalized linear models
- support vector regression
- interval valued data
- multivariate regression
- variable selection
- cross validation
- explanatory variables
- loss function
- high dimensional