THE BETA TRANSMUTED POWER DISTRIBUTION: PROPERTIES AND APPLICATION
Author(s) -
Abdelhakim Alabid,
Ahmed Hurairah,
Indonesian Journal of Statistics and Its Applications IJSA
Publication year - 2019
Publication title -
indonesian journal of statistics and its applications
Language(s) - English
Resource type - Journals
ISSN - 2599-0802
DOI - 10.29244/ijsa.v3i1.204
Subject(s) - mathematics , estimator , asymptotic distribution , statistics , quantile , order statistic , beta binomial distribution , negative binomial distribution , poisson distribution
In this this paper, we define and study a new generalization of the Power distribution and the quadratic rank transmutation map (QRTM) in order to generate a flexible family of probability distribution taking Power distribution as the base distribution. The new distribution is called the beta transmuted Power (BTP) distribution. Some properties of the distribution such as moments, quantiles, mean deviation and order statistics are derived. The method of maximum likelihood is proposed to estimate the model parameters. The asymptotic condence intervals for the parameters are also obtained based on asymptotic variance-covariance matrix. A simulation study is conducted to study the performance of the estimators. The importance and flexibility of the new model is proved empirically using a real data set.
Accelerating Research
Robert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom
Address
John Eccles HouseRobert Robinson Avenue,
Oxford Science Park, Oxford
OX4 4GP, United Kingdom