Bi-level variable selection in semiparametric transformation mixture cure models for right-censored data
DOI10.1080/03610918.2021.1926499OpenAlexW3163761441MaRDI QIDQ6073556
Xuewen Lu, Wenyan Zhong, Jingjing Wu
Publication date: 18 September 2023
Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1080/03610918.2021.1926499
penalized regressionmixture cure modelbi-level variable selectionsemiparametric transformation modelgroup bridge
Ridge regression; shrinkage estimators (Lasso) (62J07) Applications of statistics to biology and medical sciences; meta analysis (62P10) Censored data models (62N01) Estimation in survival analysis and censored data (62N02)
Cites Work
- Unnamed Item
- Penalized methods for bi-level variable selection
- The group exponential lasso for bi-level variable selection
- Variable selection in semiparametric transformation models for right-censored data
- A marginal regression model for multivariate failure time data with a surviving fraction
- Adaptive LASSO for general transformation models with right censored data
- The composite absolute penalties family for grouped and hierarchical variable selection
- Nonconcave penalized likelihood with a diverging number of parameters.
- Group selection in the Cox model with a diverging number of covariates
- On semiparametric transformation cure models
- Efficient estimation of semiparametric transformation models for counting processes
- Hierarchically penalized Cox regression with grouped variables
- A group bridge approach for variable selection
- Estimation in a Cox Proportional Hazards Cure Model
- A Nonparametric Mixture Model for Cure Rate Estimation
- Maximum Likelihood Estimation in Semiparametric Regression Models with Censored Data
- Semiparametric Transformation Models With Random Effects for Recurrent Events
- Model Selection and Estimation in Regression with Grouped Variables
- A mixture model combining logistic regression with proportional hazards regression
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