Additive hazards regression with missing censoring information

X Zhou, L Sun - Statistica Sinica, 2003 - JSTOR
… in the additive hazards reg model with missing … for the regression parameters as well
mulative baseline hazard function, and derive their asymptotic properti estimator of the regression

A strategy for optimal fitting of multiplicative and additive hazards regression models

F Lefebvre, R Giorgi - BMC Medical Research Methodology, 2021 - Springer
… used models for this purpose focus directly on the hazard function and can be divided into
two types: multiplicative hazards regression models and additive hazards regression models. …

Partially linear additive hazards regression with varying coefficients

G Yin, H Li, D Zeng - Journal of the American Statistical Association, 2008 - Taylor & Francis
… variable, we propose the partially linear additive hazards model for survival data. In a …
local estimator of the baseline cumulative hazard function. We conduct simulation studies to …

A flexible additive multiplicative hazard model

T Martinussen, TH Scheike - Biometrika, 2002 - academic.oup.com
… I In this paper we study a general class of additive-multiplicative
hazard models. The hazard function at time t for the ith individual, given the history of a (q+p)-…

Regression analysis of doubly censored failure time data using the additive hazards model

L Sun, Y Kim, J Sun - Biometrics, 2004 - academic.oup.com
… that the proportional hazards model may not fit failure time data well sometimes. This
article investigates regression analysis of such data using the additive hazards model and an …

The additive hazards model with high-dimensional regressors

T Martinussen, TH Scheike - Lifetime data analysis, 2009 - Springer
… prediction in the Aalen additive hazards model in the case … We study the partial least squares
regression method. It turns … relevant components in the regression model. A standard PLS …

Propriety of posteriors in structured additive regression models: Theory and empirical evidence

L Fahrmeir, T Kneib - Journal of Statistical Planning and Inference, 2009 - Elsevier
… Structured additive regression comprises many semiparametric regression models such
as generalized additive (mixed) models, geoadditive models, and hazard regression models

Bayesian adaptive lasso for additive hazard regression with current status data

C Wang, Q Li, X Song, X Dong - Statistics in Medicine, 2019 - Wiley Online Library
… Moreover, a majority of existing variable selection procedures for survival models are
developed in a frequentist framework. In this article, we consider additive hazards model in the …

Use of penalized splines in extended Cox-type additive hazard regression to flexibly estimate the effect of time-varying serum uric acid on risk of cancer incidence: a …

AM Strasak, S Lang, T Kneib, LJ Brant, J Klenk… - Annals of …, 2009 - Elsevier
… in an extended Cox-type additive hazard regression as a novel and powerful … Although
semiparametric regression models, based on … In the Cox-type additive hazard regression models

Instrumental variable additive hazards models

J Li, J Fine, A Brookhart - Biometrics, 2015 - academic.oup.com
hazards formulation for IV analyses with censored data. … models for the hazard function, we
develop a closed‐form, two‐stage estimator for the causal effect in the additive hazard model. …