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- Title
JOINT MODELS FOR NONLINEAR LONGITUDINAL AND TIME-TO-EVENT DATA USING PENALISED SPLINES.
- Authors
PHAM, HUONG THI THU
- Abstract
The article examines the impact of biomarkers for their prognostic capabilities on survival time outcomes. It notes that models can be used to better estimate the survival and longitudinal processes as well as evaluating their association. It adds that the extended Cox model using a partial likelihood approach can cause large biases and poor coverage properties for handling internal covariates.
- Subjects
ALGORITHMS; BAYESIAN analysis; DATA analysis; REGRESSION analysis; NUMERICAL analysis
- Publication
Bulletin of the Australian Mathematical Society, 2019, Vol 99, Issue 2, p349
- ISSN
0004-9727
- Publication type
Article
- DOI
10.1017/S0004972718001399