Extended Generalized Skew Laplace Random Field: Spatial Autoregressive and Moving Average Model for Prediction of Missing Data in Skew and Heavy Tailed Data

Message:
Article Type:
Research/Original Article (دارای رتبه معتبر)
Abstract:

In this paper, we define a spatial skew and heavy-tailed random field by an extended version of multivariate generalized skew Laplace distribution. The Bayesian spatial regression model is developed to explain the spatial data. A simulation study is then carried out to validate and evaluate the performance of the proposed model. The application of this model is also demonstrated in an analysis of a geological real data set.

Language:
English
Published:
Journal of Sciences, Islamic Republic of Iran, Volume:32 Issue: 2, Spring 2021
Pages:
169 to 178
https://www.magiran.com/p2278187  
سامانه نویسندگان
  • Author (3)
    Mohsen Mohammadzadeh
    Professor Department of Statistics, Tarbiat Modares University, Tehran, Iran
    Mohammadzadeh، Mohsen
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