Parameter Estimation of Alpha Power Inverted Topp-Leone Distribution with Applications
نویسندگان
چکیده
We introduce a new two-parameter lifetime model, referred to alpha power transformed inverted Topp-Leone, derived by combining the transformation-G family with Topp-Leone distribution. Structural properties of proposed distribution are implemented like; quantile function, residual and reversed life, Rényi entropy measure, moments incomplete moments. The maximum likelihood, weighted least squares, product spacing, Bayesian methods estimation considered. A simulation study is worked out evaluate restricted sample Numerical results showed that estimates give more accurate than corresponding other in majority situations. flexibility suggested model demonstrated given some applications related reliability, medicine, engineering. real data set used illustrate potentiality compared inverse Weibull, Lomax, exponential, exponential distributions. Criteria measures their best candidate for considered sets. operates well modeling.
منابع مشابه
A Note on Improved Estimation for the Topp-Leone Distribution
Author Contact: David E. Giles, Dept. of Economics, University of Victoria, P.O. Box 1700, STN CSC, Victoria, B.C., Canada V8W 2Y2; e-mail: [email protected]; Phone: (250) 721-8540; FAX: (250) 721-6214 Abstract The Topp-Leone distribution is attractive for reliability studies as it has finite support and a bathtub-shaped hazard function. We compare some properties of the method of moments, maximum...
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ژورنال
عنوان ژورنال: Intelligent Automation and Soft Computing
سال: 2021
ISSN: ['2326-005X', '1079-8587']
DOI: https://doi.org/10.32604/iasc.2021.017586