Avtor/Urednik | Pavlič, Klemen; Martinussen, Torben; Andersen Kragh, Per | |
Naslov | Goodness of fit tests for estimating equations based on pseudo-observations | |
Tip | članek | |
Vol. in št. | Letnik iss. , št. Vol. | |
Leto izdaje | 2018 | |
Obseg | str. str. | |
ISSN | 1380-7870 - Lifetime data analysis | |
Jezik | eng | |
Abstrakt | We study regression models for mean value parameters in survival analysis based on pseudo-observations. Such parameters include the survival probability and the cumulative incidence in a single point as well as the restricted mean life time and the cause-specific number of years lost. Goodness of fit techniques for such models based on cumulative sums of pseudo-residuals are derived including asymptotic results and Monte Carlo simulations. Practical examples from liver cirrhosis and bone marrow transplantation are also provided. | |
Proste vsebinske oznake | survival probability cumulative incidence function life time verjetnost preživetja kumulativno incidenčna funkcija življenska doba |