Transmuted complementary exponential power distribution: properties and applications

Caner Tanış; Buğra Saraçoğlu; Coşkun Kuş; Ahmet Pekgör

doi:10.17776/csj.664757

Research Article

Year 2020, Volume: 41 Issue: 2, 419 - 432, 25.06.2020

Caner Tanış , Buğra Saraçoğlu , Coşkun Kuş , Ahmet Pekgör

https://doi.org/10.17776/csj.664757

Cited By: 10

Abstract

References

[1] Barriga, G. D., Louzada-Neto, F., Cancho, V. G. The complementary exponential power lifetime model. Computational Statistics and Data Analysis, 55 (3) (2011) 1250-1259.
[2] Smith, R. M., Bain, L. J. An exponential power life-testing distribution. Communications in Statistics-Theory and Methods, 4 (5) (1975) 469-481.
[3] Shaw, W. T., Buckley, I. R. The alchemy of probability distributions: beyond Gram-Charlier expansions, and a skew-kurtotic-normal distribution from a rank transmutation map. (2009) arXiv preprint arXiv:0901.0434
[4] Aryal, G. R. Transmuted log-logistic distribution. Journal of Statistics Applications and Probability, (2013), 2-1 11-20.
[5] Aryal, G. R., Tsokos, C. P. Transmuted Weibull distribution: A generalization of theWeibull probability distribution. European Journal of Pure and Applied Mathematics, 4 (2) (2011) 89-102.
[6] Khan, M. S., King, R., Hudson, I. L. Transmuted Kumaraswamy Distribution. Statistics in Transition new series, 17 (2) (2016) 183-210.
[7] Merovci, F. Transmuted exponentiated exponential distribution. Mathematical Sciences and Applications E-Notes, 1-2, (2013) 112-122.
[8] Gradshteyn, I., Ryzhik, I. M. Table of integrals, series, and products. Academic Press, San Diego, 6th edition, 2000.
[9] Lemonte, A. J., Barreto-Souza, W., Cordeiro, G. M. The exponentiated Kumaraswamy distribution and its log-transform. Brazilian Journal of Probability and Statistics, 27-1, (2013) 31-53.
[10] Gupta, R. D., Kundu, D. Exponentiated exponential family: an alternative to gamma and Weibull distributions. Biometrical Journal: Journal of Mathematical Methods in Biosciences, 43 (1) (2000) 117-130.
[11] Crowder, M.J., Kimber, A.C., Smith, R.L. and Sweeting, T.J. The Statistical Analysis of Reliability Data. Chapman and Hall, London, 1991.
[12] Lawless, J. F. Statistical models and methods for lifetime data (Vol. 362). John Wiley & Sons, 2011.
[13] Yousof, H.M., Altun, E., Rasekhi, M., Alizadeh, M., Hamedani G. G., Ali, M.M. A new lifetime model with regression models, characterizations and applications. Communications in Statistics - Simulation and Computation, 48(1), (2019) 264-286.

Transmuted complementary exponential power distribution: properties and applications

Year 2020, Volume: 41 Issue: 2, 419 - 432, 25.06.2020

Caner Tanış , Buğra Saraçoğlu , Coşkun Kuş , Ahmet Pekgör

https://doi.org/10.17776/csj.664757

Cited By: 10

Abstract

In this study, we introduce a new lifetime distribution by using quadratic rank transmutation map. The some properties of this new distribution is provided. Furthermore, the parameters of this new distribution are estimated by the maximum likelihood method. The performances of the estimates are examined according to bias and mean squared errors (MSEs) criteria through a Monte Carlo simulation study. Finally, two applications with real data are presented to evaluate the fits of introduced distribution.

Keywords

Maximum Likelihood estimation , Monte Carlo simulation , Transmuted distribution.

References

[1] Barriga, G. D., Louzada-Neto, F., Cancho, V. G. The complementary exponential power lifetime model. Computational Statistics and Data Analysis, 55 (3) (2011) 1250-1259.
[2] Smith, R. M., Bain, L. J. An exponential power life-testing distribution. Communications in Statistics-Theory and Methods, 4 (5) (1975) 469-481.
[3] Shaw, W. T., Buckley, I. R. The alchemy of probability distributions: beyond Gram-Charlier expansions, and a skew-kurtotic-normal distribution from a rank transmutation map. (2009) arXiv preprint arXiv:0901.0434
[4] Aryal, G. R. Transmuted log-logistic distribution. Journal of Statistics Applications and Probability, (2013), 2-1 11-20.
[5] Aryal, G. R., Tsokos, C. P. Transmuted Weibull distribution: A generalization of theWeibull probability distribution. European Journal of Pure and Applied Mathematics, 4 (2) (2011) 89-102.
[6] Khan, M. S., King, R., Hudson, I. L. Transmuted Kumaraswamy Distribution. Statistics in Transition new series, 17 (2) (2016) 183-210.
[7] Merovci, F. Transmuted exponentiated exponential distribution. Mathematical Sciences and Applications E-Notes, 1-2, (2013) 112-122.
[8] Gradshteyn, I., Ryzhik, I. M. Table of integrals, series, and products. Academic Press, San Diego, 6th edition, 2000.
[9] Lemonte, A. J., Barreto-Souza, W., Cordeiro, G. M. The exponentiated Kumaraswamy distribution and its log-transform. Brazilian Journal of Probability and Statistics, 27-1, (2013) 31-53.
[10] Gupta, R. D., Kundu, D. Exponentiated exponential family: an alternative to gamma and Weibull distributions. Biometrical Journal: Journal of Mathematical Methods in Biosciences, 43 (1) (2000) 117-130.
[11] Crowder, M.J., Kimber, A.C., Smith, R.L. and Sweeting, T.J. The Statistical Analysis of Reliability Data. Chapman and Hall, London, 1991.
[12] Lawless, J. F. Statistical models and methods for lifetime data (Vol. 362). John Wiley & Sons, 2011.
[13] Yousof, H.M., Altun, E., Rasekhi, M., Alizadeh, M., Hamedani G. G., Ali, M.M. A new lifetime model with regression models, characterizations and applications. Communications in Statistics - Simulation and Computation, 48(1), (2019) 264-286.

There are 13 citations in total.

Details

Primary Language	English
Journal Section	Research Article
Authors	Caner Tanış 0000-0003-0090-1661 Buğra Saraçoğlu 0000-0003-1713-2862 Coşkun Kuş 0000-0002-7176-0176 Ahmet Pekgör 0000-0001-9446-7960
Submission Date	December 25, 2019
Acceptance Date	March 24, 2020
Publication Date	June 25, 2020
Published in Issue	Year 2020 Volume: 41 Issue: 2

Cite

APA	Tanış, C., Saraçoğlu, B., Kuş, C., Pekgör, A. (2020). Transmuted complementary exponential power distribution: properties and applications. Cumhuriyet Science Journal, 41(2), 419-432. https://doi.org/10.17776/csj.664757