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Bias of the additive hazard model in the presence of causal effect heterogeneity
Hazard ratios are prone to selection bias, compromising their use as causal estimands. On the other hand, if Aalen’s additive hazard model applies,...
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A general multivariate lifetime model with a multivariate additive process as conditional hazard rate increment process
The object of the present paper is the study of the joint lifetime of d components subject to a common stressful external environment. Out of the...
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A Generalized Additive Hazards Model for the Analysis of Lifetime Data
The additive hazards model is often used in reliability analysis in areas like system reliability when the difference of risks under two different...
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Asymptotic properties of kernel density and hazard rate function estimators with censored widely orthant dependent data
Kernel estimators of density function and hazard rate function are very important in nonparametric statistics. The paper aims to investigate the...
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Additive hazards quantile model
Even though the proportional hazards model has been used extensively in reliability and survival analysis, it often fails to satisfy the basic...
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Sieve Estimation of the Additive Hazards Model with Bivariate Current Status Data
In this paper, we study sieve maximum likelihood estimators of both finite and infinite dimensional parameters in the marginal additive hazards...
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The built-in selection bias of hazard ratios formalized using structural causal models
It is known that the hazard ratio lacks a useful causal interpretation. Even for data from a randomized controlled trial, the hazard ratio suffers...
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Generalisierte additive Modelle
In vielen praktischen Anwendungen ist die typische Annahme linearer Einflüsse der Kovariablen, die in (generalisierten) linearen ModellenLineares...
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The expectation–maximization approach for Bayesian additive Cox regression with current status data
In this paper, we propose a Bayesian additive Cox model for analyzing current status data based on the expectation–maximization variable selection...
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Asymptotic justification of maximum likelihood estimation for the proportional excess hazard model in analysis of cancer registry data
Population-based cancer registry studies are conducted to investigate the various cancer question and have important impacts on cancer control. In...
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Combined estimating equation approaches for the additive hazards model with left-truncated and interval-censored data
Interval-censored failure time data arise commonly in various scientific studies where the failure time of interest is only known to lie in a certain...
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Bayesian nonparametric dynamic hazard rates in evolutionary life tables
In the study of life tables the random variable of interest is usually assumed discrete since mortality rates are studied for integer ages. In...
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Semiparametric estimation in generalized additive partial linear models with nonignorable nonresponse data
We address the semiparametric challenge of identifying and estimating generalized additive partial linear models with nonignorable missingness in the...
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Double bias correction for high-dimensional sparse additive hazards regression with covariate measurement errors
We propose an inferential procedure for additive hazards regression with high-dimensional survival data, where the covariates are prone to...
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Regression analysis of additive hazards model with sparse longitudinal covariates
Additive hazards model is often used to complement the proportional hazards model in the analysis of failure time data. Statistical inference of...
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The partly parametric and partly nonparametric additive risk model
Aalen’s linear hazard rate regression model is a useful and increasingly popular alternative to Cox’ multiplicative hazard rate model. It postulates...
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Generalized log-gamma additive partial linear models with P-spline smoothing
In this paper additive partial linear models with generalized log-gamma errors and P-spline smoothing are proposed for uncensored data. This class...
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A new approach to modeling the cure rate in the presence of interval censored data
We consider interval censored data with a cured subgroup that arises from longitudinal followup studies with a heterogeneous population where a...
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RETRACTED ARTICLE: Positive Stable Shared Frailty Models Based on Additive Hazards
Frailty models are used in the survival analysis to account for the unobserved heterogeneity in individual risks to disease and death. To analyze the...