Inference for outcome probabilities in multi-state models
- 366 Downloads
In bone marrow transplantation studies, patients are followed over time and a number of events may be observed. These include both ultimate events like death and relapse and transient events like graft versus host disease and graft recovery. Such studies, therefore, lend themselves for using an analytic approach based on multi-state models. We will give a review of such methods with emphasis on regression models for both transition intensities and transition- and state occupation probabilities. Both semi-parametric models, like the Cox regression model, and parametric models based on piecewise constant intensities will be discussed.
KeywordsMulti-state models Bone marrow transplant Survival analysis Regression models
- Graw F, Gerds TA, Schumacher M (2008) On pseudo-values for regression analysis in multi-state models, manuscriptGoogle Scholar
- Meira-Machado L, Una-Ávarez J, Cadarso-Suárez C, Andersen PK (2009) Multi-state models for the analysis of time to event data. Stat Methods Med Res 18 (to appear)Google Scholar