Slashed power-Lindley distribution

Keywords: kurtosis, Lindley distribution, Lindley-slash distribution, Power-Lindley distribution, Slashed power-Lindley distribution

Abstract

In this article, we introduce the slashed power-Lindley distribution. This model can be seen as an extension of the power-Lindley distribution with more flexibility in terms of the kurtosis of distribution. It arises as the ratio of two independent random variables, the one being a power-Lindley distribution and a power of the uniform distribution.We present properties and carry out estimates of the model parameters by the maximum likelihood method. Finally, we conduct a small simulation study to evaluate the performance of maximum likelihood estimators and we analyze a real data set to illustrate the usefulness of the new model.

Más información

Título de la Revista: COMMUNICATIONS IN STATISTICS-THEORY AND METHODS
Volumen: 48:7
Editorial: TAYLOR & FRANCIS INC
Fecha de publicación: 2019
Página de inicio: 1709
Página final: 1720
Idioma: Inglés