A note on pseudo‐observations and left‐truncation. Issue 2 (16th August 2018)

• Record Type: Journal Article
• Authors: Grand, Mia K.; Putter, Hein; Allignol, Arthur; Andersen, Per K.
• Is Part Of: Biometrical journal. Volume 61:Issue 2(2019:Mar.)
• Page Start: 290
• Page End: 298
• Publication Date: 2018-08-16
• Subjects: left‐truncation -- pseudo‐observations -- survival analysis; Biometry -- Periodicals; Medical statistics -- Periodicals; 570.15195
• DOI: 10.1002/bimj.201700274
• Languages: English
• ISSNs: 0323-3847

Abstract

Abstract: Pseudo‐observations have been introduced as a way to perform regression analysis of a mean value parameter related to a right‐censored time‐to‐event outcome, such as the survival probability or the restricted mean survival time. Since the introduction of the approach there have been several extensions from the original setting. However, the proper definition and performance of pseudo‐observations under left‐truncation has not yet been addressed. Here, we look at two types of pseudo‐observations under right‐censoring and left‐truncation. We explored their performance in a simulation study and applied them to data on diabetes patients with left‐truncation.