Pseudo-observations in a multistate setting

Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

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.

OriginalsprogEngelsk
TidsskriftStata Journal
Vol/bind23
Udgave nummer2
Sider (fra-til)491-517
Antal sider27
ISSN1536-867X
DOI
StatusUdgivet - 2023

Bibliografisk note

Funding Information:
Morten Overgaard is supported by the Novo Nordisk Foundation, grant NNF17OC0028276.

Publisher Copyright:
© StataCorp LLC 2023.

ID: 371031173