Regression analysis of interval-censored failure time data with possibly crossing hazards.
Sign Up to like & getrecommendations! Published in 2018 at "Statistics in medicine"
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
Analyzing cohort studies with interval‐censored data: A new model‐based linear rank‐type test
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DOI: 10.1002/sim.9429
Abstract: To compare two or more survival distributions with interval‐censored data, various nonparametric tests have been proposed. Some are based on the Gρ$$ {G}^{\rho } $$ ‐family introduced by Harrington and Fleming (1991) that allows flexibility… read more here.
Keywords: censored data; interval censored; type test; test ... See more keywords
A new method for regression analysis of interval-censored data with the additive hazards model
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DOI: 10.1007/s42952-020-00051-y
Abstract: The additive hazards model is one of the most popular regression models for analyzing failure time data, especially when one is interested in the excess risk or risk difference. Although a couple of methods have… read more here.
Keywords: regression; censored data; hazards model; additive hazards ... See more keywords
Piecewise proportional hazards models with interval-censored data
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Statistical Computation and Simulation"
DOI: 10.1080/00949655.2017.1380645
Abstract: ABSTRACT We consider the piecewise proportional hazards (PWPH) model with interval-censored (IC) relapse times under the distribution-free set-up. The partial likelihood approach is not applicable for IC data, and the generalized likelihood approach has not… read more here.
Keywords: pwph model; interval censored; likelihood; piecewise proportional ... See more keywords
Inference for a constant-stress model under progressive type-I interval censored data from the generalized half-normal distribution
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DOI: 10.1080/00949655.2021.1925673
Abstract: In this paper, we discuss the problem of constant-stress accelerated life test when the failure data are progressive type-I interval censored. Both classical and Bayesian inferential approaches of the distribution parameters and reliability characteristics are… read more here.
Keywords: progressive type; interval censored; constant stress; type interval ... See more keywords
A Sieve Semiparametric Maximum Likelihood Approach for Regression Analysis of Bivariate Interval-Censored Failure Time Data
Sign Up to like & getrecommendations! Published in 2017 at "Journal of the American Statistical Association"
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
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Applied Statistics"
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
Quantile regression for interval censored data
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DOI: 10.1080/03610926.2015.1073317
Abstract: ABSTRACT As direct generalization of the quantile regression for complete observed data, an estimation method for quantile regression models with interval censored data is proposed, and the property of consistency is obtained. The property of… read more here.
Keywords: quantile regression; regression; regression interval; interval censored ... See more keywords
Estimation of conditional power for cluster-randomized trials with interval-censored endpoints.
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DOI: 10.1111/biom.13360
Abstract: Cluster-randomized trials (CRTs) of infectious disease preventions often yield correlated, interval-censored data: dependencies may exist between observations from the same cluster, and event occurrence may be assessed only at intermittent study visits. This data structure… read more here.
Keywords: conditional power; interval censored; cluster randomized; cluster ... See more keywords
Neural Network on Interval Censored Data with Application to the Prediction of Alzheimer's Disease.
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DOI: 10.1111/biom.13734
Abstract: Alzheimer's disease (AD) is a progressive and polygenic disorder that affects millions of individuals each year. Given that there have been few effective treatments yet for AD, it is highly desirable to develop an accurate… read more here.
Keywords: neural network; disease; alzheimer disease; interval censored ... See more keywords
Marginal proportional hazards models for clustered interval-censored data with time-dependent covariates.
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DOI: 10.1111/biom.13787
Abstract: The Botswana Combination Prevention Project was a cluster-randomized HIV prevention trial whose follow-up period coincided with Botswana's national adoption of a universal test and treat strategy for HIV management. Of interest is whether, and to… read more here.
Keywords: censored data; proportional hazards; time dependent; interval censored ... See more keywords