Pseudo-observations in a multistate setting
Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt
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.
Originalsprog | Engelsk |
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Tidsskrift | Stata Journal |
Vol/bind | 23 |
Udgave nummer | 2 |
Sider (fra-til) | 491-517 |
Antal sider | 27 |
ISSN | 1536-867X |
DOI | |
Status | Udgivet - 2023 |
Bibliografisk note
Funding Information:
Morten Overgaard is supported by the Novo Nordisk Foundation, grant NNF17OC0028276.
Publisher Copyright:
© StataCorp LLC 2023.
ID: 371031173