Graw F, Gerds TA, Schumacher M (2009)
Publication Type: Journal article
Publication year: 2009
Book Volume: 15
Pages Range: 241-255
Journal Issue: 2
DOI: 10.1007/s10985-008-9107-z
For regression on state and transition probabilities in multi-state models Andersen et al. (Biometrika 90:15-27, 2003) propose a technique based on jackknife pseudo-values. In this article we analyze the pseudo-values suggested for competing risks models and prove some conjectures regarding their asymptotics (Klein and Andersen, Biometrics 61:223-229, 2005). The key is a second order von Mises expansion of the Aalen-Johansen estimator which yields an appropriate representation of the pseudo-values. The method is illustrated with data from a clinical study on total joint replacement. In the application we consider for comparison the estimates obtained with the Fine and Gray approach (J Am Stat Assoc 94:496-509, 1999) and also time-dependent solutions of pseudo-value regression equations. © 2008 Springer Science+Business Media, LLC.
APA:
Graw, F., Gerds, T.A., & Schumacher, M. (2009). On pseudo-values for regression analysis in competing risks models. Lifetime Data Analysis, 15(2), 241-255. https://dx.doi.org/10.1007/s10985-008-9107-z
MLA:
Graw, Frederik, Thomas A. Gerds, and Martin Schumacher. "On pseudo-values for regression analysis in competing risks models." Lifetime Data Analysis 15.2 (2009): 241-255.
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