DocumentCode
3584731
Title
Parameters estimation based on type I censored samples using a Pareto intensity of the second kind
Author
Aloui, Ines ; Gasmi, Soufiane
Author_Institution
Dept. of Mech. Eng., Univ. of Tunis, Tunis, Tunisia
fYear
2014
Firstpage
1
Lastpage
8
Abstract
This paper develops parameter estimates for the Pareto intensity of the second kind using type I censored samples without and with replacement. The maximum likelihood estimates for its unknown parameters and their approximate asymptotic variance-covariance matrix are derived. We also present approximate confidence intervals. Numerical simulation results are presented and used to assess the performance of the proposed estimation method. Finally an application on a real data set shows the efficiency of our model.
Keywords
Pareto distribution; approximation theory; covariance matrices; maximum likelihood estimation; Pareto distribution; Pareto intensity-of-the-second-kind; approximate asymptotic variance-covariance matrix; approximate confidence intervals; estimation method; maximum likelihood estimates; numerical simulation; parameters estimation; type I censored samples; unknown parameters; Bladder; Cancer; Hazards; Maximum likelihood estimation; Parameter estimation; Reliability; Fisher Information; Maximum likelihood estimator; Parameters estimation; Pareto intensity of the second kind; Type I censoring;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Sciences and Technologies in Maghreb (CISTEM), 2014 International Conference on
Type
conf
DOI
10.1109/CISTEM.2014.7076947
Filename
7076947
Link To Document