Network Analysis of Shariah-compliant Stocks on Bursa Malaysia by using Minimum Spanning Tree (MST)

被引:2
|
作者
Mahamood, Fatin Nur Amirah [1 ]
Bahaludin, Hafizah [1 ]
Abdullah, Mimi Hafizah [1 ]
机构
[1] Int Islamic Univ Malaysia, Kulliyyah Sci, Dept Computat & Theoret Sci, Kuantan 25200, Pahang, Malaysia
关键词
HIERARCHICAL STRUCTURE; CENTRALITY;
D O I
10.1063/1.5121093
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this study, a financial network of stocks traded in Bursa Malaysia was constructed using a minimum spanning tree (MST) method. The network constructed focuses on the companies that are listed in the shariah-compliant measures degree, betweenness and closeness centrality were used to determine the most influential stock. The financial network helps market participants by providing an overview of correlations of stocks and identifying the stocks that have major roles in the market as well as presents as a platform for the design of investment tactics.
引用
收藏
页数:6
相关论文
共 49 条
  • [21] A FAST METHOD FOR TOPOLOGICAL OBSERVABILITY ANALYSIS USING A MINIMUM SPANNING TREE TECHNIQUE
    MORI, H
    TSUZUKI, S
    IEEE TRANSACTIONS ON POWER SYSTEMS, 1991, 6 (02) : 491 - 500
  • [22] Complex Network-Based Data Classification Using Minimum Spanning Tree Metric and Optimization
    Saire, Josimar Chire
    Zhao, Liang
    2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN, 2023,
  • [23] Epilepsy surgery outcome and functional network alterations in longitudinal MEG: A minimum spanning tree analysis
    van Dellen, Edwin
    Douw, Linda
    Hillebrand, Arjan
    Hamer, Philip C. de Witt
    Baayen, Johannes C.
    Heimans, Jan J.
    Reijneveld, Jaap C.
    Stam, Cornelis J.
    NEUROIMAGE, 2014, 86 : 354 - 363
  • [24] Brain Functional Network Based on Small-Worldness and Minimum Spanning Tree for Depression Analysis
    Zhang B.
    Wei D.
    Su Y.
    Zhang Z.
    Journal of Beijing Institute of Technology (English Edition), 2023, 32 (02): : 198 - 208
  • [25] Brain Functional Network Based on Small-Worldness and Minimum Spanning Tree for Depression Analysis
    Bingtao Zhang
    Dan Wei
    Yun Su
    Zhonglin Zhang
    JournalofBeijingInstituteofTechnology, 2023, 32 (02) : 198 - 208
  • [26] Alzheimer Classification Using a Minimum Spanning Tree of High-Order Functional Network on fMRI Dataset
    Guo, Hao
    Liu, Lei
    Chen, Junjie
    Xu, Yong
    Jie, Xiang
    FRONTIERS IN NEUROSCIENCE, 2017, 11
  • [27] Minimum spanning tree application in Covid-19 network structure analysis in the countries of the Middle East
    Mahdi, Baidaa Saleh
    Al-Bayati, Jalal Hatem Hussein
    Al-Mahdawi, Amer J.
    JOURNAL OF DISCRETE MATHEMATICAL SCIENCES & CRYPTOGRAPHY, 2022, 25 (08): : 2723 - 2728
  • [28] Graph Analysis of Functional Brain Topology Using Minimum Spanning Tree in Subjective Cognitive Decline
    Ren, Shuhua
    Hu, Jingchao
    Huang, Lin
    Li, Junpeng
    Jiang, Donglang
    Hua, Fengchun
    Guan, Yihui
    Guo, Qihao
    Xie, Fang
    Huang, Qi
    JOURNAL OF ALZHEIMERS DISEASE, 2022, 90 (04) : 1749 - 1759
  • [29] Real-Time Forecast of Influenza Outbreak Using Dynamic Network Marker Based on Minimum Spanning Tree
    Yang, Kun
    Xie, Jialiu
    Xie, Rong
    Pan, Yucong
    Liu, Rui
    Chen, Pei
    BIOMED RESEARCH INTERNATIONAL, 2020, 2020
  • [30] Distribution network reconfiguration and reactive power compensation using a hybrid Simulated Annealing-Minimum spanning tree algorithm
    Stojanovic, Branko
    Rajic, Tomislav
    Sosic, Darko
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2023, 147