Research Article

A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution

Volume: 14 Number: 2 December 31, 2022
EN

A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution

Abstract

In this paper, a new lifetime distribution is introduced. Motivation is provided to obtain this distribution. The closed-form expressions of probability density and cumulative distribution functions are provided. Several distributional properties are obtained and the statistical inference are discussed on unknown parameters. The most important novelty of this study is to bring a lifetime regression analysis with the re-parameterized log-transform of the new distribution.

Keywords

References

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  3. Brito, R.S. (2009). Estudo de expansoes assintoticas, avaliacao numerica de momentos das distribuicoes beta generalizadas, aplicacoes em modelos de regressao e analise discriminante. [Master’s thesis, Universidade Federal Rural de Pernambuco].
  4. Cordeiro, G.M., Afify, A.Z., Yousof, H.M., Çakmakyapan, S. and Özel, G. (2018). The Lindley Weibull distribution: properties and applications. Anais da Academia Brasileira de Ciências, 90, 2579-2598.
  5. Cordeiro, G.M. and de Castro, M. (2011). A new family of generalized distributions. Journal of Statistical Computation and Simulation, 81, 883-898.
  6. Cordeiro, G.M. and dos Santos Brito, R. (2012). The beta power distribution. Brazilian Journal of Probability and Statistics, 26, 88-112.
  7. Cordeiro, G.M., Ortega, E.M. and Nadarajah, S. (2010). The Kumaraswamy Weibull distribution with application to failure data. Journal of the Franklin Institute, 347, 1399-1429.
  8. Eugene, N., Lee, C. and Famoye, F. (2002). Beta-normal distribution and its applications. Communications in Statistics-Theory and Methods, 31, 497-512.

Details

Primary Language

English

Subjects

Mathematical Sciences

Journal Section

Research Article

Publication Date

December 31, 2022

Submission Date

December 11, 2020

Acceptance Date

October 2, 2022

Published in Issue

Year 2022 Volume: 14 Number: 2

APA
Pekgör, A., Kuş, C., Karakaya, K., Saraçoğlu, B., & Kınacı, İ. (2022). A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution. Istatistik Journal of The Turkish Statistical Association, 14(2), 51-73. https://izlik.org/JA58TY66RH
AMA
1.Pekgör A, Kuş C, Karakaya K, Saraçoğlu B, Kınacı İ. A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution. IJTSA. 2022;14(2):51-73. https://izlik.org/JA58TY66RH
Chicago
Pekgör, Ahmet, Coşkun Kuş, Kadir Karakaya, Buğra Saraçoğlu, and İsmail Kınacı. 2022. “A Lifetime Regression Analysis With Unit Lindley-Weibull Distribution”. Istatistik Journal of The Turkish Statistical Association 14 (2): 51-73. https://izlik.org/JA58TY66RH.
EndNote
Pekgör A, Kuş C, Karakaya K, Saraçoğlu B, Kınacı İ (December 1, 2022) A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution. Istatistik Journal of The Turkish Statistical Association 14 2 51–73.
IEEE
[1]A. Pekgör, C. Kuş, K. Karakaya, B. Saraçoğlu, and İ. Kınacı, “A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution”, IJTSA, vol. 14, no. 2, pp. 51–73, Dec. 2022, [Online]. Available: https://izlik.org/JA58TY66RH
ISNAD
Pekgör, Ahmet - Kuş, Coşkun - Karakaya, Kadir - Saraçoğlu, Buğra - Kınacı, İsmail. “A Lifetime Regression Analysis With Unit Lindley-Weibull Distribution”. Istatistik Journal of The Turkish Statistical Association 14/2 (December 1, 2022): 51-73. https://izlik.org/JA58TY66RH.
JAMA
1.Pekgör A, Kuş C, Karakaya K, Saraçoğlu B, Kınacı İ. A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution. IJTSA. 2022;14:51–73.
MLA
Pekgör, Ahmet, et al. “A Lifetime Regression Analysis With Unit Lindley-Weibull Distribution”. Istatistik Journal of The Turkish Statistical Association, vol. 14, no. 2, Dec. 2022, pp. 51-73, https://izlik.org/JA58TY66RH.
Vancouver
1.Ahmet Pekgör, Coşkun Kuş, Kadir Karakaya, Buğra Saraçoğlu, İsmail Kınacı. A Lifetime Regression Analysis with Unit Lindley-Weibull Distribution. IJTSA [Internet]. 2022 Dec. 1;14(2):51-73. Available from: https://izlik.org/JA58TY66RH