A new method for regression analysis of interval-censored data with the additive hazards model
Sign Up to like & getrecommendations! Published in 2020 at "Journal of The Korean Statistical Society"
DOI: 10.1007/s42952-020-00051-y
Abstract: The additive hazards model is one of the most popular regression models for analyzing failure time data, especially when one is interested in the excess risk or risk difference. Although a couple of methods have… read more here.
Keywords: regression; censored data; hazards model; additive hazards ... See more keywords
Additive hazards regression of current status data with auxiliary covariates
Sign Up to like & getrecommendations! Published in 2017 at "Communications in Statistics - Theory and Methods"
DOI: 10.1080/03610926.2016.1242737
Abstract: ABSTRACT This paper discusses the regression analysis of current status failure time data arising from the additive hazards model with auxiliary covariates. As often occurs in practice, it is impossible or impractical to measure the… read more here.
Keywords: hazards regression; regression; auxiliary covariates; current status ... See more keywords
Weight calibration to improve efficiency for estimating pure risks from the additive hazards model with the nested case-control design.
Sign Up to like & getrecommendations! Published in 2020 at "Biometrics"
DOI: 10.1111/biom.13413
Abstract: We study the efficiency of covariate-specific estimates of pure risk (one minus the survival function) when some covariates are only available for case-control samples nested in a cohort. We focus on the semiparametric additive hazards… read more here.
Keywords: hazards model; additive hazards; case; case control ... See more keywords
Estimation of partly linear additive hazards model with left-truncated and right-censored data
Sign Up to like & getrecommendations! Published in 2017 at "Statistical Modelling"
DOI: 10.1177/1471082x17705993
Abstract: In this article, we consider an additive hazards semiparametric model for left-truncated and right-censored data where the risk function has a partly linear structure, we call it the partly linear additive hazards model. The nonlinear… read more here.
Keywords: left truncated; truncated right; additive hazards; model ... See more keywords
Analysis and modelling of competing risks survival data using modified Weibull additive hazards regression approach
Sign Up to like & getrecommendations! Published in 2023 at "Hacettepe Journal of Mathematics and Statistics"
DOI: 10.15672/hujms.1066111
Abstract: The cause-specific hazard function plays an important role in developing the regression models for competing risks survival data. Proportional hazards and additive hazards are the commonly used regression approaches in survival analysis. Mostly, in literature,… read more here.
Keywords: survival data; regression; analysis; model ... See more keywords
Additive hazards regression for case-cohort studies with interval-censored data
Sign Up to like & getrecommendations! Published in 2020 at "Statistics and Its Interface"
DOI: 10.4310/sii.2020.v13.n2.a4
Abstract: A large literature has been developed for the analysis of case-cohort studies that are often performed with the aim of reducing the cost on the collection of covariate information. In particular, many authors have discussed… read more here.
Keywords: regression; additive hazards; case; censored data ... See more keywords
ON ESTIMATION OF THE OPTIMAL TREATMENT REGIME WITH THE ADDITIVE HAZARDS MODEL.
Sign Up to like & getrecommendations! Published in 2018 at "Statistica Sinica"
DOI: 10.5705/ss.202016.0543
Abstract: We propose a doubly robust estimation method for the optimal treatment regime based on an additive hazards model with censored survival data. Specifically, we introduce a new semiparametric additive hazard model which allows flexible baseline… read more here.
Keywords: hazards model; treatment; additive hazards; model ... See more keywords