The Statistical Analysis of Multivariate Failure Time Data
A Marginal Modeling Approach
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ISBN-13:
9781482256574
Veröffentl:
2019
Erscheinungsdatum:
16.05.2019
Seiten:
224
Autor:
Ross L Prentice
Gewicht:
517 g
Format:
234x156x14 mm
Sprache:
Englisch
Beschreibung:
Though much has been written on multivariate failure time data analysis methods, a unified approach to this topic has yet to be communicated. This book aims to fill that gap through a novel focus on marginal hazard rates and cross ratio modeling. Readers will find the content useful for instruction, for application in collaborative research and as a source of novel research concepts. Many of the illustrations are from population disease studies which should interest epidemiologists and population scientists.
Introduction to Multivariate Failure Time Data. Bivariate Survivor Function Representation and Estimation. Regression Analysis of Bivariate Failure Time Data. Transformation Models, Frailties and Copulas for Bivariate Failure Time Regression. Regression Analysis of Higher Dimensional Failure Time Data. Recurrent Events and Life History Analysis. Missing and Mismeasured Data in Multivariate Failure Time Analysis. Other Failure Time Data Analysis Topics.
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