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The Equilibrium Renewal Burr XII Distribution: Properties and Applications

Abdulzeid Yen Anafo, Lewis Brew & Suleman Nasiru · Asian Journal of Probability and Statistics · 2021

In this paper, we propose a three-parameter probability distribution called equilibrium renewal Burr XII distribution using the equilibrium renewal process. The statistical properties of the distribution such as moment, mean deviation, order statistics, moment generating function...

Open access Research Article 10.9734/ajpas/2021/v15i230349

Robustness Test of Selected Estimators of Linear Regression with Autocorrelated Error Term: A Monte-Carlo Simulation Study

Rauf Ibrahim Rauf, Okoli Juliana Ifeyinwa & Haruna Umar Yahaya · Asian Journal of Probability and Statistics · 2021

Assumptions in the classical linear regression model include that of lack of autocorrelation of the error terms and the zero covariance between the explanatory variable and the error terms. This study is channeled towards the estimation of the parameters of the linear models for...

Open access Research Article 10.9734/ajpas/2021/v15i230348

The Iwok-Nwikpe Distribution: Statistical Properties and Its Application

Iwok Iberedem Aniefiok & Barinaadaa John Nwikpe · Asian Journal of Probability and Statistics · 2021

In this paper, a new continuous probability distribution named Iwok-Nwikpe distribution is proposed. Some essential statistical properties of the proposed probability distribution have been derived. The graphs of the survival function, probability density function (p.d.f) and cum...

Open access Research Article 10.9734/ajpas/2021/v15i130347

Max Weibull-G Power Series Distributions

Munteanu Bogdan Gheorghe · Asian Journal of Probability and Statistics · 2021

Based on the Weibull-G Power probability distribution family, we have proposed a new family of probability distributions, named by us the Max Weibull-G power series distributions, which may be applied in order to solve some reliability problems. This implies the fact that the Max...

Open access Research Article 10.9734/ajpas/2021/v15i130345

Incidental Parameters Problem: The Case of Gompertz Model

Ismaila A. Bolarinwa & Bushirat T. Bolarinwa · Asian Journal of Probability and Statistics · 2021

The order of bias of the fixed effects gompertz model is studied, using Monte Carlo approach. Performance criteria are bias and root mean squared errors. For fixed N, bias is found to decrease steadily between T=5 and T=20 but exhibits a mixture of increase and decline afterwards...

Open access Research Article 10.9734/ajpas/2021/v15i130344

On Sequential Probability Sampling Plan for a Truncated Life Tests Using Rayleigh Distribution

A. B. Zoramawa & S. U. Gulumbe · Asian Journal of Probability and Statistics · 2021

This paper proposed a sequential probability sampling plan for a truncated life test using a Rayleigh distribution from  a designed double sampling plans where the interest was to obtain the minimum sample size necessary to assure that the average life time of a product is longer...

Open access Research Article 10.9734/ajpas/2021/v15i130339

Modified Class of Estimator for Finite Population Mean Under Two-Phase Sampling Using Regression Estimation Approach

A. Y. Erinola, R. V. K. Singh, A. Audu & T. James · Asian Journal of Probability and Statistics · 2021

This study proposed modified a class of estimator in simple random sampling for the estimation of population mean of the study variable using as axillary information. The biases and MSE of suggested estimators were derived up to the first order approximation using Taylor’s series...

Open access Research Article 10.9734/ajpas/2021/v14i430338

Rationalization of the Pattern of Rural Out Migration: An Application of a Composite and In ated Probability Models

Brijesh P. Singh, Sandeep Singh & Utpal Dhar Das · Asian Journal of Probability and Statistics · 2021

Migration is a term that encompasses a permanent or temporary change in residence between some specific defined geographical or political areas. In recent years, it has not only contributed a lot to the change in size and composition of the population, but also it leaves a signif...

Open access Research Article 10.9734/ajpas/2021/v14i430337

The Type I Half Logistic Skew-t Distribution: A Heavy-Tail Model with Inverted Bathtub Shaped Hazard Rate

O. D. Adubisi, A. Abdulkadir, H. Chiroma & U. F. Abbas · Asian Journal of Probability and Statistics · 2021

In this article a new generalization of the skew student-t distribution was introduced. The two-parameter model called the type I half-logistic skew-t (TIHLST) distribution can fit skewed, heavy-right tail, and long-tail datasets. Statistical properties of the type I half-logisti...

Open access Research Article 10.9734/ajpas/2021/v14i430336

Modelling Claim Frequency in Insurance Using Count Models

A. Adetunji Ademola & Shamsul Rijal Muhammad Sabri · Asian Journal of Probability and Statistics · 2021

Background: In modelling claim frequency in actuary science, a major challenge is the number of zero claims associated with datasets. Aim: This study compares six count regression models on motorcycle insurance data. Methodology: The Akaike Information Criteria (AIC) and the Baye...

Open access Research Article 10.9734/ajpas/2021/v14i430334

The Effects of Omitted Variable on Multicollinearity in Hierarchical Linear Modelling

V. G. Jemilohun · Asian Journal of Probability and Statistics · 2021

This study investigates the impact of violation of the assumption of the hierarchical linear model where covariate of level – 1 collinear with the correct functional and omitted variable model. This was carried out via Monte Carlo simulation. In an attempt to achieve this omitted...

Open access Research Article 10.9734/ajpas/2021/v14i430333

Modified Maximum Likelihood Estimation for Generalized Exponential Distribution

Alok Kumar Singh, Rohit Patawa, Abhinav Singh & Puneet Kumar Gupta · Asian Journal of Probability and Statistics · 2021

For a Modified Maximum Likelihood Estimate of the parameters of generalized exponential distribution (GE), a hyperbolic approximation is used instead of linear approximation for a function which appears in the Maximum Likelihood equation. This estimate is shown to perform better,...

Open access Research Article 10.9734/ajpas/2021/v14i330332

Replenishment Model with Entropic Order Quantity for Deteriorating Items under Inflation

P. K. Tripathy & Anima Bag · Asian Journal of Probability and Statistics · 2021

The purpose of the current paper is to determine an optimal order quantity so as to minimize the total cost of the inventory system of a business enterprise. The model is developed for deteriorating items with stock and selling price dependent demand under inflation without permi...

Open access Research Article 10.9734/ajpas/2021/v14i330331

Robustness Test of the Two Stage K-L Estimator in Models with Multicollinear Regressors and Autocorrelated Error Term

Zubair Mohammed Anono & Adenomon Monday Osagie · Asian Journal of Probability and Statistics · 2021

In a classical multiple linear regression analysis, multicollinearity and autocorrelation are two main basic assumption violation problems. When multicollinearity exists, biased estimation techniques such as Maximum Likelihood, Restricted Maximum Likelihood and most recent the K-...

Open access Research Article 10.9734/ajpas/2021/v14i330330