A Comparison of Estimation Methods for Gompertz Flexible Weibull Distribution

نویسندگان

چکیده

Gompertz flexible Weibull distribution is an extension of distribution. We tackle the problem estimation parameters discuss several methods for Maximum likelihood estimators, least squares weighted Anderson-Darling Cramer-von Mises estimators are considered. A Monte Carlo simulation study performed in order to compare these terms their biases and mean square errors. Also, real data applications presented illustrate usefulness obtain estimates based on five estimation.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Comparison of three Estimation Procedures for Weibull Distribution based on Progressive Type II Right Censored Data

In this paper, based on the progressive type II right censored data, we consider estimates of MLE and AMLE of scale and shape parameters of weibull distribution. Also a new type of parameter estimation, named inverse estimation, is introdued for both shape and scale parameters of weibull distribution which is used from order statistics properties in it. We use simulations and study the biases a...

متن کامل

Comparison of different estimation methods for the Marshall–Olkin extended Weibull distribution

1Doctor of Philosophy, Associate Professor, Department of Statistics, Faculty of Science, Anadolu University, Eskisehir, Turkey 2Master of Statistics, Faculty of Science, Anadolu University, Eskisehir, Turkey Abstract: The aim of this paper is to determine an efficient method for estimating the parameters of Marshall–Olkin extended Weibull distribution. For this purpose, the performance of diff...

متن کامل

Inverse Flexible Weibull Extension Distribution

In this paper, a new two parameters model is introduced. We called it the inverse flexible Weibull extension (IFW) distribution. Several properties of this distribution have been discussed. The maximum likelihood estimators of the parameters are derived. Two real data sets are analyzed using the new model, which show that the new model fits the data better than some other very well known models.

متن کامل

Modified New Flexible Weibull Distribution

The present paper is devoted to introduce a four-parameter modification of new flexible Weibull distribution. The proposed model will be called modified new flexible Weibull distribution, able to model lifetime phenomena with increasing or bathtub-shaped failure rates. Some of its mathematical properties will be studied. The approach of maximum likelihood will be used for estimating the model p...

متن کامل

A New Generalization of the Gompertz distribution

‎In this paper‎, ‎a new distribution of the three-parameter lifetime model called the Marshall-Olkin Gompertz is proposed on the basis of the Gompertz distribution‎. ‎It is a generalization of the Gompertz distribution having decreasing failure rate and can also be increasing and bathtub-shaped depending on its parameters‎. ‎The probability density function‎, ‎cumulative distribution function‎,...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Erzincan University Journal of Science and Technology

سال: 2021

ISSN: ['1307-9085', '2149-4584']

DOI: https://doi.org/10.18185/erzifbed.777540