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

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 perf...

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Bibliographic Details
Main Authors: Mohammad Mehdi Saber, Alireza Nematollahi, Mohsen Mohammadzadeh
Format: Article
Language:English
Published: University of Tehran 2021-05-01
Series:Journal of Sciences, Islamic Republic of Iran
Subjects:
Online Access:https://jsciences.ut.ac.ir/article_81170_e13c11aa53245c7028be538125a44055.pdf
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