Pseudo-observations in a multistate setting
Research output: Contribution to journal › Journal article › Research › peer-review
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 language | English |
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Journal | Stata Journal |
Volume | 23 |
Issue number | 2 |
Pages (from-to) | 491-517 |
Number of pages | 27 |
ISSN | 1536-867X |
DOIs | |
Publication status | Published - 2023 |
Bibliographical note
Publisher Copyright:
© StataCorp LLC 2023.
- Aalen–Johansen estimator, jackknife, length of stay, multistate model, pseudovalues, regression analysis, st0717, state occupation probability, stpmstate
Research areas
ID: 371031173