The cause specific hazard quantile function

Article Type

Research Article

Publication Title

Austrian Journal of Statistics

Abstract

In this paper, we discuss modeling and analysis of competing risks data using the quantile function. We introduce and study the cause specific hazard quantile function. We present competing risks models using various functional forms for the cause specific hazard quantile functions. A non-parametric estimator of the cause specific hazard quantile function is derived. Asymptotic properties of the estimator are studied. Simulation studies are carried out to assess the performance of the estimator. Finally, we apply the proposed procedure to real life data sets.

First Page

56

Last Page

69

DOI

10.17713/ajs.v48i1.694

Publication Date

1-8-2019

Comments

Open Access, Gold, Green

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