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Pseudo-observations in a multistate setting

Author

Listed:
  • Morten Overgaard

    (Aarhus University)

  • Per Kragh Andersen

    (University of Copenhagen)

  • Erik Thorlund Parner

    (Aarhus University)

Abstract

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 pseudoobservations based on some estimator of the expected value of the outcome. In this article, we present a new command, stpmstate, that calculates such pseudoobservations 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.

Suggested Citation

  • Morten Overgaard & Per Kragh Andersen & Erik Thorlund Parner, 2023. "Pseudo-observations in a multistate setting," Stata Journal, StataCorp LP, vol. 23(2), pages 491-517, June.
    • Handle: RePEc:tsj:stataj:v:23:y:2023:i:2:p:491-517
    DOI: 10.1177/1536867X231175332
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