Volume 19, Issue 1, March 2020, Pages 75 - 90
Construction, Characterization, Estimation and Performance Analysis of Selection Generalized Nakagami Distributions with Environmental Applications
Authors
Mervat Mahdy*, Dina Samir
Department of Statistics, Mathematics and Insurance, College of Commerce, Benha University, Egypt
*Corresponding author. Email: drmervat.mahdy@fcom.bu.edu.eg
Corresponding Author
Mervat Mahdy
Received 3 August 2018, Accepted 11 March 2019, Available Online 6 March 2020.
- DOI
- 10.2991/jsta.d.200224.003How to use a DOI?
- Keywords
- Nakagami distribution; Selection model; Distribution theory; Moment generating function; Log-likelihood function; Monte Carlo simulation
- Abstract
In this article, a selection of Nakagami distribution is investigated. Some properties of the model with some plots of the density function are illustrated. Additionally, weighted of the one-sided Gaussian distribution, Generalized Rayleigh distribution are discussed as a special case of Generalized Nakagami distribution. In addition, maximum likelihood estimators are investigated with numerical methods and are compared by four sub-models with a real wave height data set. Finally, a simulation study is presented for parameters.
- Copyright
- © 2020 The Authors. Published by Atlantis Press SARL.
- Open Access
- This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).
Download article (PDF)
View full text (HTML)
Cite this article
TY - JOUR AU - Mervat Mahdy AU - Dina Samir PY - 2020 DA - 2020/03/06 TI - Construction, Characterization, Estimation and Performance Analysis of Selection Generalized Nakagami Distributions with Environmental Applications JO - Journal of Statistical Theory and Applications SP - 75 EP - 90 VL - 19 IS - 1 SN - 2214-1766 UR - https://doi.org/10.2991/jsta.d.200224.003 DO - 10.2991/jsta.d.200224.003 ID - Mahdy2020 ER -