Half Logistic Inverse Lomax Distribution with Applications

نویسندگان

چکیده

The last years have revealed the importance of inverse Lomax distribution in understanding lifetime heavy-tailed phenomena. However, modeling capabilities certain limits that researchers aim to overcome. These include a stiffness modulation peak and tail properties related probability density function. In this paper, solution is given by using functionalities half logistic family. We introduce new three-parameter extended called distribution. highlight its superiority over through various theoretical practical approaches. derived stochastic orders, quantiles, moments, incomplete entropy (Rényi q) order statistics. Then, an emphasis put on corresponding parametric model. parameters estimation performed six well-established methods. Numerical results are presented compare performance obtained estimates. Also, simulation study Rényi proposed. Finally, we consider three data sets, one containing environmental data, another dealing with engineering insurance show how practitioner can take advantage

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

The Type I Generalized Half Logistic Distribution

In this paper, we considered the half logistic model and derived a probability density function that generalized it. The cumulative distribution function, the $n^{th}$ moment, the median, the mode and the 100$k$-percentage points of the generalized distribution were established. Estimation of the parameters of the distribution through maximum likelihood method was accomplished with the aid of c...

متن کامل

On Burr III-Inverse Weibull Distribution with COVID-19 Applications

We introduce a flexible lifetime distribution called Burr III-Inverse Weibull (BIII-IW). The new proposed distribution has well-known sub-models. The BIII-IW density function includes exponential, left-skewed, right-skewed and symmetrical shapes. The BIII-IW model’s failure rate can be monotone and non-monotone depending on the parameter values. To show the importance of the BIII-IW distributio...

متن کامل

The Exponentiated Lomax – Rayleigh (E-LR) Distribution, Properties and Applications

In this paper a new four-parameter lifetime distribution named “the exponentiated Lomax – Rayleigh (E-LR) distribution” has been suggested that it has an increasing hazard rate for modeling lifetime data. The Lomax distribution has applications in economics, actuarial modelling, reliability modeling, lifetime and queuing problems and biological sciences. In this paper Firstly, the mathematical ...

متن کامل

The Lomax-Exponential Distribution, Some Properties and Applications

Abstract: The exponential distribution is a popular model in applications to real data. We propose a new extension of this distribution, called the Lomax-exponential distribution, which presents greater flexibility to the model. Also there is a simple relation between the Lomax-exponential distribution and the Lomax distribution. Results for moment, limit behavior, hazard function, Shannon entr...

متن کامل

On Type Iii Generalized Half Logistic Distribution

It is well known that generalized models is attracting the attention of researchers in recent times because of their flexibilities. Particularly, the logistic model has been generalized and applied by many authors while the half logistic distribution has not recieve much attention in term of its generalization. In this paper, we considered a generalized form of half logistic model called type I...

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: Symmetry

سال: 2021

ISSN: ['0865-4824', '2226-1877']

DOI: https://doi.org/10.3390/sym13020309