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The Topp Leone Generalized Inverted Kumaraswamy Distribution: Properties and Applications
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We propose a new four parameters continuous model called the Topp Leone generalized inverted Kumaraswamy distribution which extends the generalized inverted Kumaraswamy distribution. Basic mathematical properties of the new distribution are invstigated such as; quantile function, raw and incomplete moments, generating functions, probability weighted moments, order statistics, Rényi entropy, stochastic ordering and stress strength model. The method of maximum likelihood is used to estimate the model parameters of the new distribution. A Monte Carlo simulation is conducted to examine the behavior of the parameter estimates. The applicability of the new model is demonstrated by means of two real applications.
Sciencedomain International
Title: The Topp Leone Generalized Inverted Kumaraswamy Distribution: Properties and Applications
Description:
We propose a new four parameters continuous model called the Topp Leone generalized inverted Kumaraswamy distribution which extends the generalized inverted Kumaraswamy distribution.
Basic mathematical properties of the new distribution are invstigated such as; quantile function, raw and incomplete moments, generating functions, probability weighted moments, order statistics, Rényi entropy, stochastic ordering and stress strength model.
The method of maximum likelihood is used to estimate the model parameters of the new distribution.
A Monte Carlo simulation is conducted to examine the behavior of the parameter estimates.
The applicability of the new model is demonstrated by means of two real applications.
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