Restricted mean survival time estimation: nonparametric and regression methods

DOI10.1007/S42519-020-00144-1zbMath1458.62223OpenAlexW3103690997MaRDI QIDQ2223147

Joseph C. Gardiner

Publication date: 28 January 2021

Published in: Journal of Statistical Theory and Practice (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s42519-020-00144-1

zbMATH Keywords

regression analysissurvival analysispseudo-observationsinverse probability of censoring weights

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Nonparametric estimation (62G05) Estimation in survival analysis and censored data (62N02) Reliability and life testing (62N05)

Uses Software

• dynpred

Cites Work

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• Inverse probability weighted estimation for general missing data problems
• On pseudo-values for regression analysis in competing risks models
• Modeling restricted mean survival time under general censoring mechanisms
• Regression analysis of restricted mean survival time based on pseudo-observations
• Calculation of Gauss-Kronrod quadrature rules
• Linear Statistical Inference and its Applications
• Regression Modeling of Competing Risks Data Based on Pseudovalues of the Cumulative Incidence Function
• Statistical models based on counting processes

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