DefinePK hosts the largest index of Pakistani journals, research articles, news headlines, and videos. It also offers chapter-level book search.
Title: Consistency Issues in Skew Random Fields: Investigating Proposed Alternatives and Identifying Persisting Problems
Authors: Mehrdad Taghipour, Mohammad Mehdi Saber, M. I. Khan, Mohamed S. Hamed, Haitham M. Yousof
Journal: Pakistan Journal of Statistics and Operation Research
| Category | From | To |
|---|---|---|
| Y | 2020-07-01 | 2021-06-30 |
Publisher: Asiatic Region
Country: Pakistan
Year: 2025
Volume: 21
Issue: 1
Language: en
DOI: 10.18187/pjsor.v21i1.4577
Keywords: Random fieldspatial predictionMultivariate closed skew-normal distributionMultivariate unified skew-normal distribution
Multiple researchers have proposed skew random fields derived from multivariate skew distributions, yet the consistency of these fields has been questioned. Mahmoudian (2018) and Saber et al. (2018) have put forth alternative suggestions to address these concerns. In our study, we identify that the random fields outlined by Mahmoudian (2018) continue to demonstrate consistency issues, suggesting a flaw in their definition. Finally we propose a skew random field and apply it to spatial prediction.
Loading PDF...
Loading Statistics...