Pseudo-observations in a multistate setting

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Regression analyses of how state occupation probabilities or expected lengths of stay depend on covariates in multistate settings can be performed using the pseudo-observation method, which involves calculating jackknife pseudo-observations based on some estimator of the expected value of the outcome. In this article, we present a new command, stpmstate, that calculates such pseudo-observations based on the Aalen–Johansen estimator. We give examples of use of the command, and we conduct a small simulation study to offer insights into the pseudo-observation regression approach.

Original languageEnglish
JournalStata Journal
Volume23
Issue number2
Pages (from-to)491-517
Number of pages27
ISSN1536-867X
DOIs
Publication statusPublished - 2023

Bibliographical note

Publisher Copyright:
© StataCorp LLC 2023.

    Research areas

  • Aalen–Johansen estimator, jackknife, length of stay, multistate model, pseudovalues, regression analysis, st0717, state occupation probability, stpmstate

ID: 371031173