Research Article

Exponential-Discrete Lindley Distribution: Properties and Applications

Volume: 8 Number: 2 October 15, 2020
EN

Exponential-Discrete Lindley Distribution: Properties and Applications

Abstract

In this paper, we introduce a new compounding distribution named Exponential Discrete Lindley distribution which compounds the discrete Lindley distribution and exponential distribution. We obtain several properties of the new distribution such as its probability density function, survival function, hazard rate function, mean residual life function. Moments and expression for the Rényi entropy of the proposed distribution are also given. Moreover, the maximum likelihood method using the EM algorithm is developed for parameter estimation. Two real data sets are used to illustrate the usefulness of the proposed distribution

Keywords

Discrete Lindley distribution,Compound distribution,Exponential distribution,Maximum likelihood estimation,EM-algorithm,Rényi entropy

References

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APA
Açık Kemaloğlu, S., & Yılmaz, M. (2020). Exponential-Discrete Lindley Distribution: Properties and Applications. Mathematical Sciences and Applications E-Notes, 8(2), 21-31. https://doi.org/10.36753/mathenot.752965
AMA
1.Açık Kemaloğlu S, Yılmaz M. Exponential-Discrete Lindley Distribution: Properties and Applications. Math. Sci. Appl. E-Notes. 2020;8(2):21-31. doi:10.36753/mathenot.752965
Chicago
Açık Kemaloğlu, Sibel, and Mehmet Yılmaz. 2020. “Exponential-Discrete Lindley Distribution: Properties and Applications”. Mathematical Sciences and Applications E-Notes 8 (2): 21-31. https://doi.org/10.36753/mathenot.752965.
EndNote
Açık Kemaloğlu S, Yılmaz M (October 1, 2020) Exponential-Discrete Lindley Distribution: Properties and Applications. Mathematical Sciences and Applications E-Notes 8 2 21–31.
IEEE
[1]S. Açık Kemaloğlu and M. Yılmaz, “Exponential-Discrete Lindley Distribution: Properties and Applications”, Math. Sci. Appl. E-Notes, vol. 8, no. 2, pp. 21–31, Oct. 2020, doi: 10.36753/mathenot.752965.
ISNAD
Açık Kemaloğlu, Sibel - Yılmaz, Mehmet. “Exponential-Discrete Lindley Distribution: Properties and Applications”. Mathematical Sciences and Applications E-Notes 8/2 (October 1, 2020): 21-31. https://doi.org/10.36753/mathenot.752965.
JAMA
1.Açık Kemaloğlu S, Yılmaz M. Exponential-Discrete Lindley Distribution: Properties and Applications. Math. Sci. Appl. E-Notes. 2020;8:21–31.
MLA
Açık Kemaloğlu, Sibel, and Mehmet Yılmaz. “Exponential-Discrete Lindley Distribution: Properties and Applications”. Mathematical Sciences and Applications E-Notes, vol. 8, no. 2, Oct. 2020, pp. 21-31, doi:10.36753/mathenot.752965.
Vancouver
1.Sibel Açık Kemaloğlu, Mehmet Yılmaz. Exponential-Discrete Lindley Distribution: Properties and Applications. Math. Sci. Appl. E-Notes. 2020 Oct. 1;8(2):21-3. doi:10.36753/mathenot.752965