Robust accelerated failure time regression

DOI10.1016/j.csda.2010.07.017zbMath1247.62260OpenAlexW2092513935MaRDI QIDQ452709

Isabella Locatelli, Alfio Marazzi, Víctor J. Yohai

Publication date: 15 September 2012

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

Full work available at URL: https://doi.org/10.1016/j.csda.2010.07.017

zbMATH Keywords

censoringrobust regressionaccelerated failure time models

Mathematics Subject Classification ID

Point estimation (62F10) Censored data models (62N01) Robustness and adaptive procedures (parametric inference) (62F35) Monte Carlo methods (65C05) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Related Items

Robust estimators of accelerated failure time regression with generalized log-gamma errors ⋮ Robust censored regression with \(\ell_1\)-norm regularization ⋮ Generalized M-estimation for the accelerated failure time model ⋮ A robust conditional maximum likelihood estimator for generalized linear models with a dispersion parameter ⋮ Robust estimation in accelerated failure time models ⋮ Special issue on robust analysis of complex data ⋮ Robust Smoothed Rank Estimation Methods for Accelerated Failure Time Model Allowing Clusters

Uses Software

• robustbase

Cites Work

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• Selection between Weibull and lognormal distributions: a comparative simulation study
• Adaptively truncated maximum likelihood regression with asymmetric errors.
• A conversation with Sir David Cox
• High breakdown point robust regression with censored data
• Efficient Estimation for the Accelerated Failure Time Model
• Linear regression with censored data
• Rank-based inference for the accelerated failure time model
• Robust Response Transformations Based on Optimal Prediction
• Robust Statistics

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