The generalized moment estimation of the additive–multiplicative hazard model with auxiliary survival information
W Shang, X Wang - Computational Statistics & Data Analysis, 2017 - Elsevier
… Additive–multiplicative hazard model is a natural extension of the proportional hazard model
and the additive hazard model … functions to estimate the regression parameters. However, …
and the additive hazard model … functions to estimate the regression parameters. However, …
Structured additive regression models: An R interface to BayesX
… semiparametric regression models with structured additive predictor. Besides exponential …
regression, BayesX also supports models for multi-categorical responses, hazard regression …
regression, BayesX also supports models for multi-categorical responses, hazard regression …
Regression analysis of competing risks data via semi-parametric additive hazard model
… To solve such a problem, the additive hazard models have been advocated. In this paper,
we model each cause-specific hazard with the additive hazard model that includes both …
we model each cause-specific hazard with the additive hazard model that includes both …
Marginal additive hazards model for case-cohort studies with multiple disease outcomes: an application to the Atherosclerosis Risk in Communities (ARIC) study
… Empirical cumulative hazards functions for different levels of hs-CRP reveal an additive …
Motivated by this, we consider fitting marginal additive hazards regression models for case-…
Motivated by this, we consider fitting marginal additive hazards regression models for case-…
[PDF][PDF] Applicability of multiplicative and additive hazards regression models in survival analysis
S Sarker - 2011 - harvest.usask.ca
… to the Cox model, where the covariates act additively on unknown baseline hazards. … of
the Cox multiplicative hazards model and the additive hazards model have been demonstrated …
the Cox multiplicative hazards model and the additive hazards model have been demonstrated …
Additive expectancy regression
YQ Chen - Journal of the American Statistical Association, 2007 - Taylor & Francis
… Instead of using the hazard functions to model distributions of the positively skewed outcomes
such as medical expenditure, we consider the so-called “expectancy function,” which is de…
such as medical expenditure, we consider the so-called “expectancy function,” which is de…
Nonparametric survival analysis using Bayesian additive regression trees (BART)
RA Sparapani, BR Logan, RE McCulloch… - Statistics in …, 2016 - Wiley Online Library
… Survival analysis literature offers many different semiparametric models for regression such
as Cox proportional hazards, proportional odds, AFT, and additive hazards. Each of these …
as Cox proportional hazards, proportional odds, AFT, and additive hazards. Each of these …
Mixed model-based inference in geoadditive hazard regression for interval-censored survival times
T Kneib - Computational Statistics & Data Analysis, 2006 - Elsevier
… Mixed model-based estimation of additive or geoadditive regression models has become …
To obtain a compact formulation of geoadditive hazard regression models and to ease the …
To obtain a compact formulation of geoadditive hazard regression models and to ease the …
Additive hazards regression under generalized case-cohort sampling
JC Yu, YY Shi, QL Yang, YY Liu - Acta Mathematica Sinica, English Series, 2014 - Springer
… Cox proportional hazards model (… additive hazards regression model under the GCC sampling
is limited. On the other hand, the additive hazards model, which assumes that the hazards …
is limited. On the other hand, the additive hazards model, which assumes that the hazards …
Semiparametric lack-of-fit tests in an additive hazard regression model
B Grund, J Polzehl - Statistics and Computing, 2001 - Springer
… additive hazard regression model of McKeague and Sasieni (Biometrika 81: 501–514), the
hazard … time, without parametric restrictions (Aalen model), while the contributions of other …
hazard … time, without parametric restrictions (Aalen model), while the contributions of other …