Abstract

DINGALO, Neo; OLUYEDE, Broderick  and  CHIPEPA, Fastel. The Topp-Leone-Gompertz-Exponentiated Half Logistic-G Family of Distributions with Applications. Rev.Colomb.Estad. [online]. 2023, vol.46, n.2, pp.55-92.  Epub July 12, 2023. ISSN 0120-1751.  https://doi.org/10.15446/rce.v46n2.105209.

This paper introduces and investigates a new family of distributions called the Topp-Leone-Gompertz-exponentiated half logistic-G (TL-Gom-EHL-G) distribution. Some mathematical and statistical properties of this family of distributions are derived. To estimate and evaluate the model parameters, the maximum likelihood estimation technique is used, and the consistency of maximum likelihood estimators is examined using Monte Carlo simulation. Applications to three real data sets from different areas were used to demonstrates the usefulness and versatility of the TL-Gom-EHL-G family of distributions.

Keywords : Exponentiated Half Logistic Distribution; Maximum Likelihood Estimation; Gompertz Distribution; Goodness-of-fit Statistics; Simulation Study; Topp-Leone Distribution.

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