Exponentiated Extended Chen Distribution: Regression Model and Estimations

نویسندگان

چکیده

In this paper, we introduce a new four-parameter generalized version of the Chen model called exponentiated extended distribution. Some results about reliability characteristics hazard rate function as well some mathematical properties are provided. The maximum likelihood estimators and five approaches based on concept minimum spacing distance given for estimation parameters their performances in estimating compared by means Monte Carlo simulations. Also, multiple regression with censored data proposed distribution is introduced.

برای دانلود رایگان 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

An Extended Exponentiated Exponential Distribution and its Properties

In this paper, we introduce an extension of the exponentiated exponential(EE) distribution which offers a more flexible model for lifetime data. This model is generated by compound distribution with mixing exponential model. Several statistical and reliability properties of the proposed distribution are explored as the geometric extreme stability, sufficient conditions for the shape behavior of...

متن کامل

Exponentiated power Lindley distribution

A new generalization of the Lindley distribution is recently proposed by Ghitany et al. [1], called as the power Lindley distribution. Another generalization of the Lindley distribution was introduced by Nadarajah et al. [2], named as the generalized Lindley distribution. This paper proposes a more generalization of the Lindley distribution which generalizes the two. We refer to this new genera...

متن کامل

Classical Estimations of the Exponentiated Gamma Distribution Paremeters with Presence of K Outliers

This paper deals with the estimation of parameters of the Exponentiated Gamma (EG) distribution with presence of k outliers. The maximum likelihood and moment of the estimators are derived. These estimators are compared empirically using Monte Carlo simulation when all the parameters are unknown. There bias and MSE are investigated with help of numerical technique.

متن کامل

The Gamma-Exponentiated Weibull Distribution

We study the gamma-exponentiated Weibull distribution which includes as special cases several models such as the exponential, Weibull, exponentiatedWeibull, gamma-exponentiated exponential and exponentiated exponential distributions. This new distribution might be useful for failure time data analysis. We demonstrate that its density function is an infinite linear combination of Weibull densiti...

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: Statistics, Optimization and Information Computing

سال: 2021

ISSN: ['2310-5070', '2311-004X']

DOI: https://doi.org/10.19139/soic-2310-5070-1090