Semantic Scholar Open Access 2019 24 sitasi

Marshall-Olkin Power Lomax Distribution: Properties and Estimation Based on Complete and Censored Samples

M. A. Haq G. Hamedani M. Elgarhy P. Ramos

Abstrak

We study a new distribution called the Marshall-Olkin Power Lomax distribution. A comprehensive account of its mathematical properties including explicit expressions for the ordinary moments, moment generating function, order statistics, Renyi entropy, and probability weighted moments are derived. The model parameters are estimated by the method of maximum likelihood. Monte Carlo simulation study is carried out to estimate the parameters and the performance of the estimates is judged via the average biases and mean squared error values. The usefulness of the proposed model is illustrated via real-life data set.

Topik & Kata Kunci

Penulis (4)

M

M. A. Haq

G

G. Hamedani

M

M. Elgarhy

P

P. Ramos

Format Sitasi

Haq, M.A., Hamedani, G., Elgarhy, M., Ramos, P. (2019). Marshall-Olkin Power Lomax Distribution: Properties and Estimation Based on Complete and Censored Samples. https://doi.org/10.5539/ijsp.v9n1p48

Akses Cepat

Lihat di Sumber doi.org/10.5539/ijsp.v9n1p48
Informasi Jurnal
Tahun Terbit
2019
Bahasa
en
Total Sitasi
24×
Sumber Database
Semantic Scholar
DOI
10.5539/ijsp.v9n1p48
Akses
Open Access ✓