The main aim of this paper is to investigate the identifiability of Bayesian Gaussian regression model. The model is extensively implemented in the various Bayesian modeling concepts such as model fitting and model selection ...

    ‎In engineering systems‎, ‎it is usually assumed that the lifetimes of components are independent and identically distributed (iid)‎. ‎But‎, ‎the failure of a component results in a higher load on the remaining ...

‎We propose two goodness of fit test statistics based on‎ Cumulative Kullback--Leibler (CKL) information and Cumulative residual Kullback--Leibler (CRKL) information for exponential distributions with unknown parameter and ...

Population projections of small areas have attracted the attention of many researchers in applied demographics for many years. According to the suggested population policies of Iran in recent years and considering the need ...

We present a new joint model with random effects for the correlated count with extra zero and continuous responses. In this model, we assume a Zero-Inflated Beta-Binomial distribution for the analysis of over dispersed ...

Abstract. In many practical situations, the quality of a product can be measured based on some quality characteristics in terms of the sum of the percentage of these characteristics utilities. In these cases, control charts ...

In this paper, some predictors for prediction in a stationary second order autoregressive process are introduced. The paper attempts to find the best predictor for some cases such as circumstances there exist a fixed number ...

An objective of analyzing survival data via regression is to develop a predictive model given predictors. However, due to the censoring in response variables and the high dimensionality of predictors, information needed ...

In this paper, for the first time, the upper truncated inverse Weibull (UTIW) distribution is proposed for modeling wind speed data. Since there is a upper limit for empirical wind speed data, this data can be represented ...