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Joint modeling of survival and longitudinal data

Grant number: 14/24333-1
Support Opportunities:Research Grants - Visiting Researcher Grant - International
Duration: February 09, 2015 - May 08, 2015
Field of knowledge:Physical Sciences and Mathematics - Probability and Statistics - Statistics
Principal Investigator:Antonio Carlos Pedroso de Lima
Grantee:Antonio Carlos Pedroso de Lima
Visiting researcher: Giovani Loiola da Silva
Visiting researcher institution: Instituto Superior Técnico (IST), Portugal
Host Institution: Instituto de Matemática e Estatística (IME). Universidade de São Paulo (USP). São Paulo , SP, Brazil
Associated research grant:12/21788-2 - Regression models and applications, AP.TEM


Motivated by two data sets, one from the Institute of Cancer of São Paulo and the other from the Heart Institute-FMUSP, the project aims to expand the joint modeling of survival and longitudinal data considering a generalization of the Birnbaum-Saunders distribution and, possibly, more general functional structures for the mixed model. It will also be considered the development of a statistical procedure to assist in the construction of Cox-Aalen model with respect to allocation of covariates in the model. (AU)

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