A Generalization of Lomax Distribution with Properties, Copula and Real Data Applications
Hanaa Elgohari, Haitham M. Yousof
Abstract
A new generalization of Lomax distribution is derived and studied. Some of its useful properties are derived. A simple clayton copula is used to generate many bivariate and multivariate type models. We performed graphical simulations to assess the finite sample behavior of the estimations. The new model is employed in modelling three real data sets.
Topics & Concepts
Lomax distributionCopula (linguistics)MathematicsBivariate analysisGeneralizationMultivariate statisticsApplied mathematicsMultivariate normal distributionEconometricsStatisticsPareto distributionMathematical analysisStatistical Distribution Estimation and ApplicationsProbabilistic and Robust Engineering DesignBayesian Methods and Mixture Models