Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia
An interrelationship between each of the specified Bursa Malaysia’s securities can be calculated using the correlation measure. However, there were a considerable number of these securities, thus, making it difficult to visualise their correlation. To overcome this issue, this association could be i...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
UPM
2023
|
| Subjects: | |
| Online Access: | http://umpir.ump.edu.my/id/eprint/40872/1/Centrality%20Measures%20for%20Shariah-Compliant%20Securities%20Listed%20On%20Bursa%20Malaysia.pdf |
| _version_ | 1825815574594191360 |
|---|---|
| author | Hafizah, Bahaludin Fatin Nur Amirah, Mahamood Mimi Hafizah, Abdullah Muhammad Ashraf, Fauzi Mawardi, Omar |
| author_facet | Hafizah, Bahaludin Fatin Nur Amirah, Mahamood Mimi Hafizah, Abdullah Muhammad Ashraf, Fauzi Mawardi, Omar |
| author_sort | Hafizah, Bahaludin |
| collection | UMP |
| description | An interrelationship between each of the specified Bursa Malaysia’s securities can be calculated using the correlation measure. However, there were a considerable number of these securities, thus, making it difficult to visualise their correlation. To overcome this issue, this association could be illustrated as a single network based on its correlation input. This research constructed a network between the securities listed on Bursa Malaysia, which centred on the Shariah-compliant stocks. Seven centrality measures, such as degree, betweenness, closeness, eigenvector, eccentricity, strength, and average of weight centrality, were used to determine the primary node of the network. The analysis utilised one hundred and 21 stocks from 2008 to 2018, which was divided into two periods, namely, during and after the 2008 global financial crisis (GFC). Additionally, the principal component analysis (PCA) was adopted to determine the main hub’s transformations during these two intervals. Finally, this study provided the market participants with valuable information established in a network for the portfolio selection strategy. |
| first_indexed | 2024-04-09T03:52:32Z |
| format | Article |
| id | UMPir40872 |
| institution | Universiti Malaysia Pahang |
| language | English |
| last_indexed | 2024-04-09T03:52:32Z |
| publishDate | 2023 |
| publisher | UPM |
| record_format | dspace |
| spelling | UMPir408722024-04-03T06:53:20Z http://umpir.ump.edu.my/id/eprint/40872/ Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia Hafizah, Bahaludin Fatin Nur Amirah, Mahamood Mimi Hafizah, Abdullah Muhammad Ashraf, Fauzi Mawardi, Omar HD28 Management. Industrial Management QA Mathematics An interrelationship between each of the specified Bursa Malaysia’s securities can be calculated using the correlation measure. However, there were a considerable number of these securities, thus, making it difficult to visualise their correlation. To overcome this issue, this association could be illustrated as a single network based on its correlation input. This research constructed a network between the securities listed on Bursa Malaysia, which centred on the Shariah-compliant stocks. Seven centrality measures, such as degree, betweenness, closeness, eigenvector, eccentricity, strength, and average of weight centrality, were used to determine the primary node of the network. The analysis utilised one hundred and 21 stocks from 2008 to 2018, which was divided into two periods, namely, during and after the 2008 global financial crisis (GFC). Additionally, the principal component analysis (PCA) was adopted to determine the main hub’s transformations during these two intervals. Finally, this study provided the market participants with valuable information established in a network for the portfolio selection strategy. UPM 2023 Article PeerReviewed pdf en cc_by_nc_4 http://umpir.ump.edu.my/id/eprint/40872/1/Centrality%20Measures%20for%20Shariah-Compliant%20Securities%20Listed%20On%20Bursa%20Malaysia.pdf Hafizah, Bahaludin and Fatin Nur Amirah, Mahamood and Mimi Hafizah, Abdullah and Muhammad Ashraf, Fauzi and Mawardi, Omar (2023) Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia. Menemui Matematik (Discovering Mathematics), 45 (1). pp. 85-103. ISSN 0126-9003. (Published) https://myjms.mohe.gov.my/index.php/dismath/article/view/22870 |
| spellingShingle | HD28 Management. Industrial Management QA Mathematics Hafizah, Bahaludin Fatin Nur Amirah, Mahamood Mimi Hafizah, Abdullah Muhammad Ashraf, Fauzi Mawardi, Omar Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title | Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title_full | Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title_fullStr | Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title_full_unstemmed | Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title_short | Centrality Measures for Shariah-Compliant Securities Listed On Bursa Malaysia |
| title_sort | centrality measures for shariah compliant securities listed on bursa malaysia |
| topic | HD28 Management. Industrial Management QA Mathematics |
| url | http://umpir.ump.edu.my/id/eprint/40872/1/Centrality%20Measures%20for%20Shariah-Compliant%20Securities%20Listed%20On%20Bursa%20Malaysia.pdf |
| work_keys_str_mv | AT hafizahbahaludin centralitymeasuresforshariahcompliantsecuritieslistedonbursamalaysia AT fatinnuramirahmahamood centralitymeasuresforshariahcompliantsecuritieslistedonbursamalaysia AT mimihafizahabdullah centralitymeasuresforshariahcompliantsecuritieslistedonbursamalaysia AT muhammadashraffauzi centralitymeasuresforshariahcompliantsecuritieslistedonbursamalaysia AT mawardiomar centralitymeasuresforshariahcompliantsecuritieslistedonbursamalaysia |