In this chapter we present a model of survival with a cure fraction where a feature of the model is that variable selection is performed by Bayesian partition model. To this end we consider a orthogonal hyperplane tessellation to obtain a local structure on space covariates. The proposed model is based on the promotion time where the number of competitive causes follows a power series distribution.
CITATION STYLE
Gonzales, J. F. B., Tomazella, V. L. D., & de Castro, M. (2015). Bayesian partition for variable selection in the power series cure rate model. In Springer Proceedings in Mathematics and Statistics (Vol. 118, pp. 311–321). Springer New York LLC. https://doi.org/10.1007/978-3-319-12454-4_26
Mendeley helps you to discover research relevant for your work.