سیویلیکا را در شبکه های اجتماعی دنبال نمایید.

Estimate survival function of the Topp-Leone exponential distribution with application

Publish Year: 1400
Type: Journal paper
Language: English
View: 201

This Paper With 8 Page And PDF Format Ready To Download

Export:

Link to this Paper:

Document National Code:

JR_IJNAA-12-2_005

Index date: 2 December 2022

Estimate survival function of the Topp-Leone exponential distribution with application abstract

This is a new lifetime Exponential "distribution using the Topp-Leone generated family of distributions proposed by Rezaei et al. The new distribution is called the Topp-Leone Exponential (TLE) distribution". What is done in this paper is an estimation of the "unlabeled two parameters for Topp-Leone Exponential distribution model by using the maximum likelihood estimator method to get the derivation of the point estimators for all unlabeled parameters according to iterative techniques as Newton - Raphson method, then to derive Ordinary least squares estimator method". "Applying all two methods to estimate related probability functions; death density function, cumulative distribution function, survival function and hazard function (rate function)". When examining the numerical results for probability survival function by employing mean squares error measure and mean absolute percentage measure, this may lead to work on the best method in modeling a set of real data.

Estimate survival function of the Topp-Leone exponential distribution with application Keywords:

Topp-Leone , Maximum Likelihood estimator method , Newton-Raphson Method , Ordinary least squares estimator method , survival function

Estimate survival function of the Topp-Leone exponential distribution with application authors

Hind Jawad Kadhim AlBderi

College of Administration and Economics, University of Al-Qadisiyah, Iraq