Nonparametric inference in the accelerated failure time model using restricted means

DOI10.1007/s10985-021-09541-5OpenAlexW4205445327MaRDI QIDQ2126044

Mihai C. Giurcanu, Theodore G. Karrison

Publication date: 14 April 2022

Published in: Lifetime Data Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10985-021-09541-5

zbMATH Keywords

random censoringKaplan-Meier estimatoraccelerated failure time (AFT) modelZ-estimatorrestricted meanscale-change parameter

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Survival analysis and censored data (62Nxx)

Uses Software

• R
• survival
• pracma
• aftgee

Cites Work

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• Marginal semiparametric multivariate accelerated failure time model with generalized estimating equations
• U-statistics with conditional kernels for incomplete data models
• Resampling: consistency of substitution estimators
• Regression analysis of restricted mean survival time based on pseudo-observations
• On the restricted mean survival time curve in survival analysis
• Nonparametric Estimation from Incomplete Observations
• Linear regression with censored data
• Nonparametric analysis of an accelerated failure time model
• Asymptotic Statistics
• On the empirical choice of the time window for restricted mean survival time

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