A multiple imputation approach for semiparametric cure model with interval censored data

DOI10.1016/j.csda.2016.01.013zbMath1468.62239OpenAlexW71042570MaRDI QIDQ1659186

Jie Zhou, Jiajia Zhang, Bo Cai, Alexander C. McLain

Publication date: 15 August 2018

Published in: Computational Statistics and Data Analysis (Search for Journal in Brave)

Full work available at URL: https://scholarcommons.sc.edu/cgi/viewcontent.cgi?article=3880&context=etd

zbMATH Keywords

interval censoringmultiple imputationsemiparametric mixture cure model

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Censored data models (62N01)

Related Items

Estimation in the single change-point hazard function for interval-censored data with a cure fraction ⋮ Semiparametric estimation for proportional hazards mixture cure model allowing non-curable competing risk ⋮ Regression analysis of clustered interval-censored failure time data with cure fraction and informative cluster size ⋮ A multiple imputation approach for the Cox-Aalen cure model with interval-censored data ⋮ Semiparametric transformation models for interval‐censored data in the presence of a cure fraction ⋮ Computationally Efficient Estimation for the Generalized Odds Rate Mixture Cure Model With Interval-Censored Data

Uses Software

• R
• Smcure
• intercure

Cites Work

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• Fitting semiparametric cure models
• Asymptotic results for multiple imputation
• Semiparametric analysis of clustered interval-censored survival data with a cure fraction
• The statistical analysis of interval-censored failure time data.
• Bayesian Semiparametric Models for Survival Data with a Cure Fraction
• A Semiparametric Model for Regression Analysis of Interval-Censored Failure Time Data
• Semi-Parametric Estimation in Failure Time Mixture Models
• A New Bayesian Model for Survival Data with a Surviving Fraction
• A Multiple Imputation Approach to Cox Regression with Interval‐Censored Data
• A Semiparametric Regression Cure Model for Interval-Censored Data
• A semiparametric cure model for interval‐censored data