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• W2791024151 abstract "The setting of competing risks in which there is an event that precludes the event of interest from occurring is prevalent in epidemiological research. Unless studying all-cause mortality, any study following up individuals is subject to having a competing risk should individuals die during time period that the study covers. While there are prior papers discussing the need for competing risk methods in epidemiologic research, we are not aware of any review that discusses issues of missing data in a competing risk setting.We provide an overview of causal inference in competing risks as potential outcomes are missing, provide some strategies in dealing with missing (or misclassified) event type, and missing covariate data in competing risks. The strategies presented are specifically focused on those that may easily be implemented in standard statistical packages. There is ongoing work in terms of causal analyses, dealing with missing event type information, and missing covariate values specific to competing risk analyses.Competing events are common in epidemiologic research. While there has been a focus on why one should conduct a proper competing risk analysis, a perhaps unrecognized issue is in terms of missingness. Strategies exist to minimize the impact of missingness in analyses of competing risks." @default.
• W2791024151 created "2018-03-29" @default.
• W2791024151 creator A5009147564 @default.
• W2791024151 creator A5016101671 @default.
• W2791024151 date "2018-03-19" @default.
• W2791024151 modified "2023-09-26" @default.
• W2791024151 title "Missingness in the Setting of Competing Risks: from Missing Values to Missing Potential Outcomes" @default.
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• W2791024151 doi "https://doi.org/10.1007/s40471-018-0142-3" @default.
• W2791024151 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/6205187" @default.
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