Power Ishita Distribution and Its Application to Model Lifetime Data

Shukla, Kamlesh Kumar; Shanker, Rama

doi:10.21307/stattrans-2018-008

Author

Shukla Kamlesh Kumar (Eritrea Institute of Technology, Eritrea), Shanker Rama (Eritrea Institute of Technology, Eritrea)

Title

Power Ishita Distribution and Its Application to Model Lifetime Data

Source

Statistics in Transition, 2018, vol. 19, nr 1, s. 135-148, rys., tab., bibliogr. s. 148

Keyword

Metoda największej wiarygodności, Metoda momentów
Maximum likelihood estimation, Moment method

Note

summ.

Abstract

A study on two-parameter power Ishita distribution (PID), of which Ishita distribution introduced by Shanker and Shukla (2017 a) is a special case, has been carried out and its important statistical properties including shapes of the density, moments, skewness and kurtosis measures, hazard rate function, and stochastic ordering have been discussed. The maximum likelihood estimation has been discussed for estimating its parameters. An application of the distribution has been explained with a real lifetime data from engineering, and its goodness of fit shows better fit over two-parameter power Akash distribution (PAD), two-parameter power Lindley distribution (PLD) and one-parameter Ishita, Akash, Lindley and exponential distributions. (original abstract)

Accessibility

The Main Library of the Cracow University of Economics
The Library of Warsaw School of Economics
The Library of University of Economics in Katowice

Full text

Bibliography

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Cited by

ISSN

1234-7655

Language

eng

URI / DOI

BazEkon - The Main Library of the Cracow University of Economics

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