A Generalization of New Pareto-Type Distribution
Annals of Data Science(2024)
摘要
In this paper, we propose a new generalization of Pareto distribution with a truncation parameter. Motivation is provided to generate the distribution. The shape of density and hazard functions are studied in mathematical detail. The raw moments are derived and stochastic ordering is also discussed. The parameter estimation is discussed through several estimators. A simulation study is conducted to compare the estimators. Three examples are provided with real data sets used in the literature.
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关键词
Monte Carlo simulation,Pareto distribution,Point estimation,Stochastic ordering
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