Author/Editor     Andersen, Per Kragh; Pohar-Perme, Maja
Title     Inference for outcome probabilities in multi-state models
Type     članek
Source     Lifetime Data Analysis
Vol. and No.     Letnik 14, št. 4
Publication year     2008
Volume     str. 405-31
Language     eng
Abstract     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.
Descriptors     TUMOR MARKERS, BIOLOGICAL
GRAFT VS HOST REACTION
TREATMENT OUTCOME
REGRESSION ANALYSIS
MODELS, STATISTICAL
SURVIVAL ANALYSIS