Author/Editor		Pavlič, Klemen; Martinussen, Torben; Andersen Kragh, Per
Title		Goodness of fit tests for estimating equations based on pseudo-observations
Type		članek
Vol. and No.		Letnik iss. , št. Vol.
Publication year		2018
Volume		str. str.
ISSN		1380-7870 - Lifetime data analysis
Language		eng
Abstract		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.
Keywords		survival probability cumulative incidence function life time verjetnost preživetja kumulativno incidenčna funkcija življenska doba