Partially linear additive hazards regression with varying coefficients
… 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 …
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
… effective algorithms in the partly linear additive hazards regression model with current
status … baseline hazard function with monotonicity constraint and nonparametric regression …
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 …
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
… 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…
… 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
… 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 …
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
… 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 …
kind of semiparametric partly linear additive hazards model. Partly linear models are becoming …
Partially linear hazard regression for multivariate survival data
… 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…
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)
… 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 …
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, …
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 …
hazards model. Instead of separately estimating the varying coefficient function at any given …
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