High-dimensional sparse additive hazards regression
… have also been extended beyond the Cox model. As a useful alternative to the Cox model,
the additive hazards model assumes that the hazard function of a failure time T conditional on …
the additive hazards model assumes that the hazard function of a failure time T conditional on …
Empirical Bayes estimation for additive hazards regression models
D Sinha, MB McHenry, SR Lipsitz, M Ghosh - Biometrika, 2009 - academic.oup.com
… In this paper, we develop the comparable estimator for the additive hazards regression
model by placing a suitable prior process on the baseline cumulative hazard function, H0(t) = …
model by placing a suitable prior process on the baseline cumulative hazard function, H0(t) = …
Regression analysis of additive hazards model with latent variables
D Pan, H He, X Song, L Sun - Journal of the American Statistical …, 2015 - Taylor & Francis
… We propose an additive hazards model with latent variables to investigate the observed
and latent risk factors of the failure time of interest. Each latent risk factor is characterized by …
and latent risk factors of the failure time of interest. Each latent risk factor is characterized by …
Fitting semiparametric additive hazards models using standard statistical software
DE Schaubel, G Wei - Biometrical Journal, 2007 - Wiley Online Library
… be used to fit the additive hazards model, after some straightforward data manipulations.
We then apply the additive hazards model to examine the relationship between Model for End-…
We then apply the additive hazards model to examine the relationship between Model for End-…
[PDF][PDF] Multivariate analysis of prognostic factors in gastric cancer patients using additive hazards regression models
S Maroufizadeh, E Hajizadeh… - Asian Pac J Cancer …, 2011 - researchgate.net
… hazards model (Cox model) and additive hazards models were used for multivariate analysis.
The additive hazards regression models … ’s additive hazards model (Aalen model) and Lin …
The additive hazards regression models … ’s additive hazards model (Aalen model) and Lin …
[HTML][HTML] Regression analysis of case II interval-censored failure time data with the additive hazards model
L Wang, J Sun, X Tong - Statistica Sinica, 2010 - ncbi.nlm.nih.gov
… This paper proposes an estimating equation-based approach for regression … model the
failure time with the additive hazards model. Specifically, we assume that T i has the hazard …
failure time with the additive hazards model. Specifically, we assume that T i has the hazard …
Hazard regression
C Kooperberg, CJ Stone, YK Truong - Journal of the American …, 1995 - Taylor & Francis
… approach to modeling the conditional hazard function that … of the conditional hazard
function with linear models. The … allowed them to fit an additive model with time-varying coef…
function with linear models. The … allowed them to fit an additive model with time-varying coef…
Estimating multiplicative and additive hazard functions by kernel methods
… hazard estimation in both additive and multiplicative cases. One-step and m-step approximations
to maximum likelihood estimators in parametric models … of kernel hazard estimators in …
to maximum likelihood estimators in parametric models … of kernel hazard estimators in …
Dynamic analysis of recurrent event data using the additive hazard model
J Fosen, Ø Borgan, H Weedon‐Fekjær… - … Journal: Journal of …, 2006 - Wiley Online Library
… additive hazard model for recurrent event data. The extension by Scheike (2002), where
the model is presented as a marginal model, is … between some simple additive models, both …
the model is presented as a marginal model, is … between some simple additive models, both …
Additive regression and other nonparametric models
CJ Stone - The annals of Statistics, 1985 - projecteuclid.org
… In particular, in the regression context additive models allow for the following interpretation…
hazard rate of the conditional distribution of the failure time Y given X, then the additive model …
hazard rate of the conditional distribution of the failure time Y given X, then the additive model …