A new and unified method for regression analysis of interval‐censored failure time data under semiparametric transformation models with missing covariates
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DOI: 10.1002/sim.10035
Abstract: This paper discusses regression analysis of interval‐censored failure time data arising from semiparametric transformation models in the presence of missing covariates. Although some methods have been developed for the problem, they either apply only to… read more here.
Keywords: failure time; censored failure; analysis interval; regression analysis ... See more keywords
Regression analysis of interval-censored failure time data with possibly crossing hazards.
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DOI: 10.1002/sim.7538
Abstract: Interval-censored failure time data occur in many areas, especially in medical follow-up studies such as clinical trials, and in consequence, many methods have been developed for the problem. However, most of the existing approaches cannot… read more here.
Keywords: censored failure; failure time; interval censored; time data ... See more keywords
A Sieve Semiparametric Maximum Likelihood Approach for Regression Analysis of Bivariate Interval-Censored Failure Time Data
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DOI: 10.1080/01621459.2016.1158113
Abstract: ABSTRACT Interval-censored failure time data arise in a number of fields and many authors have discussed various issues related to their analysis. However, most of the existing methods are for univariate data and there exists… read more here.
Keywords: censored failure; analysis; interval censored; interval ... See more keywords
Maximum likelihood estimation for the proportional odds model with mixed interval-censored failure time data
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DOI: 10.1080/02664763.2020.1789077
Abstract: This article discusses regression analysis of mixed interval-censored failure time data. Such data frequently occur across a variety of settings, including clinical trials, epidemiologic investigations, and many other biomedical studies with a follow-up component. For… read more here.
Keywords: censored failure; interval censored; interval; mixed interval ... See more keywords
Group variable selection for the Cox model with interval-censored failure time data.
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DOI: 10.1111/biom.13879
Abstract: Group variable selection is often required in many areas, and for this many methods have been developed under various situations. Unlike the individual variable selection, the group variable selection can select the variables in groups,… read more here.
Keywords: group variable; censored failure; interval censored; variable selection ... See more keywords