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.
REFERENCES
1.
L.
Yee
and R.
Salleh
, in 25th Natl. Symp. Math. Sci
. (American Institute of Physics
, 2018
), pp. 1
–8
.2.
L.S.
Yee
, R.M.
Salleh
, and N.M.
Asrah
, 10
, 136
(2018
).3.
H.
Bahaludin
, M.H.
Abdullah
, and S.M.
Salleh
, in 2nd ISM Int. Stat. Conf.
2014
. (2015
), pp. 609
–615
.4.
M.
Kazemilari
and M.A.
Djauhari
, Phys. A Stat. Mech. Its Appl.
429
, 62
(2015
).5.
6.
M.A.
Djauhari
and S.L.
Gan
, Phys. A Stat. Mech. Its Appl.
419
, 108
(2015
).7.
M.
Tumminello
, T.
Aste
, T.
Di Matteo
, and R.N.
Mantegna
, PNAS
102
, 10421
(2005
).8.
C.K.
Tse
, J.
Liu
, and F.C.M.
Lau
, J. Empir. Financ.
17
, 659
(2010
).9.
10.
11.
L.
Sandoval
, Phys. A Stat. Mech. Its Appl.
391
, 2678
(2012
).12.
R.
Mantegna
and H.
Stanley
, An Introduction to Econophysics Correlations and Complexity in Finance
(The Press Syndicate of the University of Cambridge
, United Kingdom
, 2000
), pp. 147
.13.
R.N.
Mantegna
, Eur. Phys. J. B
11
, 193
(1999
).14.
B.M.
Tabak
, T.R.
Serra
, and D.O.
Cajueiro
, Phys. A Stat. Mech. Its Appl.
389
, 3240
(2010
).15.
16.
S.
Miccichè
, G.
Bonanno
, F.
Lillo
, and R.N.
Mantegna
, Phys. A Stat. Mech. Its Appl.
324
, 66
(2003
).17.
G.
Bonanno
, G.
Caldarelli
, F.
Lillo
, S.
Miccichè
, N.
Vandewalle
, and R.N.
Mantegna
, Eur. Phys. J. B
38
, 363
(2004
).18.
J.P.
Onnela
, A.
Chakraborti
, K.
Kaski
, J.
Kertész
, and A.
Kanto
, Phys. Rev. E - Stat. Physics, Plasmas, Fluids, Relat. Interdiscip. Top.
68
, 1
(2003
).19.
V.
Tola
, F.
Lillo
, M.
Gallegati
, and R.N.
Mantegna
, J. Econ. Dyn. Control
32
, 235
(2008
).20.
T.
Ulusoy
, M.
Keskin
, A.
Shirvani
, B.
Deviren
, E.
Kantar
, and C.
Çaǧri Dönmez
, Phys. A Stat. Mech. Its Appl.
391
, 5121
(2012
).21.
L.C.
Freeman
, Soc. Networks
1
, 215
(1978
).22.
P.İ.
Timurcan
, A Comparison of Centrality Measures for Evaluating the Project Coordination Performance
, Graduate School of Engineering and Sciences of İzmir Institute of Technology
, 2014
.23.
N. E.
Friedkin
, Am. J. Sociol.
96
, 1478
(1991
).24.
25.
26.
L.C.
Freeman
, Sociometry
40
, 35
(1977
).27.
D.
Gómez
, J.R.
Figueira
, and A.
Eusébio
, Eur. J. Oper. Res.
226
, 354
(2013
).28.
B.A.
Memon
and H.
Yao
, Entropy
21
, 248
(2019
).29.
J.
Woo
and L.
Ashadun
, Comput. Econ.
51
, 195
(2018
).30.
S.
Nur
, I.
Ibrahim
, S.A.
Muhammad
, and M.H.
Abdullah
, Int. J. Eng. Technol.
7
, 99
(2018
).31.
V.F.
Hatipoğlu
, Alphanumeric J.
5
, 1
(2017
).
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