Partially linear additive hazards regression with varying coefficients

G Yin, H Li, D Zeng - Journal of the American Statistical Association, 2008 - Taylor & Francis
… To explore the nonlinear interactions between some covariates and an exposure variable,
we propose the partially linear additive hazards model for survival data. In a semiparametric …

Efficient estimation of the partly linear additive hazards model with current status data

X Lu, PXK Song - Scandinavian Journal of statistics, 2015 - Wiley Online Library
… effective algorithms in the partly linear additive hazards regression model with current
status … baseline hazard function with monotonicity constraint and nonparametric regression

Partially linear additive hazards regression for clustered and right censored data

W Chen, F Ren - 2022 - catalog.lib.kyushu-u.ac.jp
… -defined estimation method for partially linear additive hazards model to analyze clustered
failure time data. B-splines are used to approximate the unknown regression function, which …

Estimation of partly linear additive hazards model with left-truncated and right-censored data

AR Afzal, C Dong, X Lu - Statistical Modelling, 2017 - journals.sagepub.com
… In this article, we consider an additive hazards semiparametric model for left-truncated and
… the risk function has a partly linear structure, we call it the partly linear additive hazards model

Variable selection in partially linear additive hazards model with grouped covariates and a diverging number of parameters

AR Afzal, J Yang, X Lu - Computational Statistics, 2021 - Springer
… In this article, we propose a hierarchical bi-level variable selection approach for censored
survival data in the linear part of a partially linear additive hazards model where the covariates …

[HTML][HTML] Partially Linear Additive Hazards Regression for Bivariate Interval-Censored Data

X Zhang, S Zhao, T Hu, J Sun - Axioms, 2023 - mdpi.com
… In the following, we discuss the regression analysis of bivariate cases by employing the … a
kind of semiparametric partly linear additive hazards model. Partly linear models are becoming …

Partially linear hazard regression for multivariate survival data

J Cai, J Fan, J Jiang, H Zhou - Journal of the American Statistical …, 2007 - Taylor & Francis
… of partially linear hazard regression models for multivariate survival data. A profile pseudo–partial
likelihood estimation method is proposed under the marginal hazard model framework…

[HTML][HTML] Estimation and variable selection for semiparametric additive partial linear models (ss-09-140)

X Liu, L Wang, H Liang - Statistica Sinica, 2011 - ncbi.nlm.nih.gov
… can be developed for partially linear additive models with error-prone linear covariates. The
approach is possibly extended to generalized additive partial linear models and the situation …

Regression analysis of additive hazards model with sparse longitudinal covariates

Z Sun, H Cao, L Chen - Lifetime Data Analysis, 2022 - Springer
hazards model, additive hazards model assumes an additive relationship between covariates
and hazard … The additive hazards model has sound biological and empirical bases, …

A global kernel estimator for partially linear varying coefficient additive hazards models

HM Ng, KY Wong - arXiv preprint arXiv:2401.10010, 2024 - arxiv.org
… We propose a global kernel estimator for the (partially linear) varying coefficient additive
hazards model. Instead of separately estimating the varying coefficient function at any given …