Additive hazards regression with covariate measurement error

M Kulich, DY Lin - Journal of the American Statistical Association, 2000 - Taylor & Francis
The additive hazards model specifies that the hazard function conditional on a set of
covariates is the sum of an arbitrary baseline hazard function and a regression function of …

Additive hazards regression models for survival data

DY Lin, Z Ying - Proceedings of the first seattle symposium in …, 1997 - Springer
The additive hazards regression model relates the conditional hazard function of the failure
time linearly to the covariates. This formulation complements the familiar proportional …

Semiparametric analysis of the additive risk model

DY Lin, Z Ying - Biometrika, 1994 - academic.oup.com
In contrast to the proportional hazards model, the additive risk model specifies that the
hazard function associated with a set of possibly time-varying covariates is the sum of, rather …

Additive hazards regression with current status data

DY Lin, D Oakes, Z Ying - Biometrika, 1998 - academic.oup.com
Current status data arise when the only knowledge about the failure time of interest is
whether the failure occurs before or after a random monitoring time. We propose to analyse …

A semiparametric approach to hazard estimation with randomly censored observations

DA Kouassi, J Singh - Journal of the American Statistical …, 1997 - Taylor & Francis
One method for estimating the hazard function is to use a parametric estimator, provided that
the underlying distribution of the data can be assumed to belong to some well known family …

Additive hazard regression with auxiliary covariates

J Jiang, Z Haibo - Biometrika, 2007 - academic.oup.com
We consider the additive hazard model when some of the true covariates are measured only
on a randomly selected validation set whereas auxiliary covariates are observed for all study …

Two-sample goodness-of-fit tests for additive risk models with censored observations

J Kim, SY Lee - Biometrika, 1998 - academic.oup.com
The additive risk model assumes that the hazard function associated with a set of covariates
is the sum of the baseline hazard function and the regression function of covariates. We …

Additive hazards regression with censoring indicators missing at random

X Song, L Sun, X Mu, GE Dinse - Canadian Journal of Statistics, 2010 - Wiley Online Library
In this article, the authors consider a semiparametric additive hazards regression model for
right‐censored data that allows some censoring indicators to be missing at random. They …

Additive hazards regression with missing censoring information

X Zhou, L Sun - Statistica Sinica, 2003 - JSTOR
In this article we study estimation in the additive hazards regression model with missing
censoring indicators. We develop simple procedures to obtain consistent and efficient …

Additive hazards model with multivariate failure time data

G Yin, J Cai - Biometrika, 2004 - academic.oup.com
Marginal additive hazards models are considered for multivariate survival data in which
individuals may experience events of several types and there may also be correlation …