Modelling Frailty for Bivariate Data
A bayesian approach to data analysis
(Sprache: Englisch)
Shared frailty models and correlated frailty models based on hazard rate become popular in multivariate survival data. In fact it is necessary to use shared frailty models or correlated frailty models when the population consist of individuals with...
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Shared frailty models and correlated frailty models based on hazard rate become popular in multivariate survival data. In fact it is necessary to use shared frailty models or correlated frailty models when the population consist of individuals with different risks. Proposed shared frailty models and correlated frailty models are relevant to event time of related individuals, similar organs and repeated measurements. In these models individuals from a group shares common frailty or correlated frailty. In present study, i introduced some new shared frailty models and correlated frailty models in hazard rate and reverse hazard rate set-up. A comparison between all the introduced models is done and the best model is suggested. To judge the performance of the models we consider the simulation study. We apply our suggested models to dierent real life data sets. For our work we restricted ourself to bivariate survival data only. Similar work can be extended to higher dimensional cases
Autoren-Porträt von Arvind Pandey
Pandey, ArvindDr Arvind Pandey has completed his PhD from Savitribai Phule Pune University.He is currently an Assistant Professor and Head of Department of Statistics, in Pachhunga University College, Aizawl, Mizoram, India. Published more than 20 papers in various international journals.
Bibliographische Angaben
- Autor: Arvind Pandey
- 2016, 184 Seiten, Maße: 22 cm, Kartoniert (TB), Englisch
- Verlag: LAP Lambert Academic Publishing
- ISBN-10: 3659813745
- ISBN-13: 9783659813740
Sprache:
Englisch
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