Multiple imputation methods for inference on cumulative incidence with missing cause of failure

DOI10.1002/bimj.201000175zbMath1238.62128OpenAlexW2169138168WikidataQ64111024 ScholiaQ64111024MaRDI QIDQ2889669

Eric J. Feuer, James Dignam, Mitchell H. Gail, Kathleen A. Cronin, Minjung Lee

Publication date: 8 June 2012

Published in: Biometrical Journal (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1002/bimj.201000175

zbMATH Keywords

proportional hazards modelmissing at randomcounting processcompeting riskscause-specific hazard function

Mathematics Subject Classification ID

Related Items (3)

Direct likelihood inference and sensitivity analysis for competing risks regression with missing causes of failure ⋮ On Competing Risks with Masked Failures ⋮ Semiparametric inference of competing risks data with additive hazards and missing cause of failure under MCAR or MAR assumptions

Uses Software

• cmprsk

Cites Work

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• Inference and missing data
• The Analysis of Failure Times in the Presence of Competing Risks
• Asymptotic Statistics
• Large-sample theory for parametric multiple imputation procedures
• Confidence Bands for Survival Curves Under the Proportional Hazards Model
• A Proportional Hazards Model for the Subdistribution of a Competing Risk
• Multiple imputation methods for testing treatment differences in survival distributions with missing cause of failure
• Prediction of Cumulative Incidence Function under the Proportional Hazards Model

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