We found a match
Your institution may have access to this item. Find your institution then sign in to continue.
- Title
The Extended Kumaraswamy Generated Family: Properties, Inference and Applications in Applied Fields.
- Authors
Alqawba, Mohammed; Altayab, Yasser; Zaidi, Sajid Mehboob; Afify, Ahmed Z.
- Abstract
In this paper, a new Kumaraswamy generalized family is proposed. Four sub-models of the proposed family accommodate symmetrical, left-skewed, bimodal, right-skewed unimodal, and reverse-J densities, as well as increasing, modified bathtub, decreasing, bathtub, upside down bathtub, reverse J and J shaped hazard rates. Its fundamental properties are derived. The maximum likelihood method and seven other methods are used for estimating the model parameters. Numerical simulations are performed to explore the performance of these estimation methods. Three real-life data sets from medicine, agriculture and engineering are fitted to illustrate the flexibility of the proposed family. The proposed family is a good alternative to the Kumaraswamy-G, beta-G, and Topp-Leone-G families.
- Subjects
MAXIMUM likelihood statistics; DISTRIBUTION (Probability theory); WEIBULL distribution; STOCHASTIC orders; FAMILIES
- Publication
Electronic Journal of Applied Statistical Analysis, 2023, Vol 16, Issue 3, p740
- ISSN
2070-5948
- Publication type
Article
- DOI
10.1285/i20705948v16n3p740