Sumaia Akter, Md. Mahabubur Rahman

Cubic Transmuted Burr-XII Distribution

Properties, Estimation and Applications

• Broschiertes Buch

Produktbeschreibung

Transmutation map is the functional arrangement of the cumulative distribution function of one distribution with the reverse cumulative distribution (quantile) function of another. In this research, a cubic transmutation approaches has been introduced to handle complex data (bi-modal data). A new second order transmuted distribution named as cubic transmuted Burr-XII distribution is proposed. Different distributional properties have been studied for the proposed distribution. The maximum likelihood estimation technique has been applied to estimate the model parameters of the proposed distribution. In order to investigate the applicability of the proposed distribution, two real-life datasets have been considered. Several model selection criteria like log-likelihood, AIC, AICc, BIC have been used to decide about goodness of fit of the proposed model for the real-life datasets. It has been observed that the proposed cubic transmuted Burr-XII distribution fits the datasets reasonablywell as compared with the other competing distributions considered for this study.

Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 64
• Erscheinungstermin: 20. August 2020
• Englisch
• Abmessung: 220mm x 150mm x 4mm
• Gewicht: 113g
• ISBN-13: 9786202794985
• ISBN-10: 6202794984
• Artikelnr.: 60333783

Autorenporträt

Sumaia Akter is a thesis student of Statistics, Islamic University, Kushtia, Bangladesh. Her research interests are in the areas of population science, probability theory as well as distribution theory.