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 …
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. …
two types: multiplicative hazards regression models and additive hazards regression models. …
Partially linear additive hazards regression with varying coefficients
… 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 …
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)-…
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 …
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 …
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 …
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 …
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 …
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. …
develop a closed‐form, two‐stage estimator for the causal effect in the additive hazard model. …