Active-set algorithm-based statistical inference for shape-restricted generalized additive Cox regression models
DOI10.1080/00949655.2022.2109634OpenAlexW4293791100MaRDI QIDQ5887982
No author found.
Publication date: 21 April 2023
Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2106.15735
optimizationCox regression modelshape-restricted inferenceautomatic knots selectionspline basis expansion
Applications of statistics to actuarial sciences and financial mathematics (62P05) Estimation in survival analysis and censored data (62N02) Numerical methods for mathematical programming, optimization and variational techniques (65K99)
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Maximum likelihood estimation of ordered multinomial probabilities by geometric programming
- Generalized additive models. With discussion
- Log-symmetric regression models under the presence of non-informative left- or right-censored observations
- Recent progress in log-concave density estimation
- Proximal algorithms in statistics and machine learning
- Estrogen receptor expression on breast cancer patients' survival under shape-restricted Cox regression model
- Efficient regularized isotonic regression with application to gene-gene interaction search
- Nonparametric Estimation under Shape Constraints
- Partial likelihood
- Semiparametric Estimation of Monotone and Concave Utility Functions for Polychotomous Choice Models
- Maximum Likelihood, Consistency and Data Envelopment Analysis: A Statistical Foundation
- Estimating high‐dimensional additive Cox model with time‐dependent covariate processes
- Feature screening in ultrahigh-dimensional additive Cox model
- Convex Optimization, Shape Constraints, Compound Decisions, and Empirical Bayes Rules
- An additive Cox model for coronary heart disease study
- Global Partial Likelihood for Nonparametric Proportional Hazards Models
- Generalized Additive and Index Models with Shape Constraints
- Partial likelihood estimation of isotonic proportional hazards models
This page was built for publication: Active-set algorithm-based statistical inference for shape-restricted generalized additive Cox regression models