Modelling Frailty for Bivariate Data: A bayesian approach to data analysis - Softcover

Pandey, Arvind

Softcover

ISBN 10: 3659813745 ISBN 13: 9783659813740

Verlag: LAP LAMBERT Academic Publishing, 2016

Inhaltsangabe

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

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Über die Autorin bzw. den Autor

Dr 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.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2016
• Sprache: Englisch
• ISBN 10: 3659813745
• ISBN 13: 9783659813740
• Einband: Taschenbuch
• Anzahl der Seiten: 184
• Kontakt zum Hersteller: Edicoes Nosso Conhecimento; customerservice@vdm-vsg.de; ; SIA; Riga; 1039; Litauen