A New Family of Distributions Based on Amalgamation of Two Methods with an Application to the Rayleigh Model
Year: 2024
Type: article
Abstract: In this paper, we present the Alpha power generalized odd generalized exponential-G (APGOGE-G) family of distributions and provides the most common shapes of the hazard rate function: increasing, decreasing, bathtub, and inverted bathtub. We provide some of its structural properties. We estimate the parameters by maximum likelihood estimation method, and perform a simulation study to verify the asymptotic properties of the estimator for the inverse Weibull baseline. The practicality of the new APGOGE-Rayleigh model is shown through application to uncensored real dataset.
Source: European Journal of Statistics
Authors: A. Abdulkadir, O. D. Adubisi, R. Madaki
Institutions: Abubakar Tafawa Balewa University, Federal University Wukari
Language: English
Subfield: Statistics and Probability
Field: Mathematics
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W4401960384