Estimation of Multivariate-GARCH Models to Stock Return an Islamic Banks in Indonesia and Malaysia

Zaini Ibrahim  -  Universitas Islam Negeri Sultan Maulana Hasanuddin, Banten, Indonesia
Anita Anita*  -  Universitas Islam Negeri Sultan Maulana Hasanuddin, Banten, Indonesia
Siti Marfuah  -  Universitas Islam Negeri Sultan Maulana Hasanuddin, Banten, Indonesia
Nurul Fitriani  -  Universitas Islam Negeri Sultan Maulana Hasanuddin, Banten, Indonesia

(*) Corresponding Author
DOI : 10.32678/ijei.v16i1.876
This research aims to forecast Islamic banking stock returns and compare the stock performance of Islamic banks in Indonesia and Malaysia. This research uses the Generalized Autoregressive Conditional Heteroscedasticity (GARCH) method in estimating stock volatility with variance based on market models, known as the Conditional-Capital Pricing Asset Model (C-CAPM). The sample selection technique used a purposive sampling method, and a sample of three commercial Islamic shares in Indonesia and four shares of Bank Islam Malaysia were obtained. The research results prove that Islamic Commercial Bank shares on the Indonesian and Malaysian Stock Exchanges are efficient shares so they are recommended to own, with a ranking based on actual return calculations in Indonesia, namely: 37.7% (BRIS); 35.5% (PNBS); 5.70% (BTPS); and in Malaysia. as follows: 35.7% (KFH); 13.6% (AFIN); 1.70% (RAJHI); 1.0% (CIMB). The Welch F-test with the C-CAPM model proves no difference between the stock returns of Islamic banks in Indonesia and Malaysia.

Keywords : Investment Knowledge; Investor Behavior; Psychological Readiness; Religiosity

  1. Alvina, L., Pratiwi, E., Manajemen, P., Ekonomi, F., & Islam, U. (2020). Analisis Perbandingan Capital Asset Pricing Model ( CAPM ), Arbitrage Pricing Theory ( APT ), dan Fama French Three Factor Model ( FFTFM ) dalam Memprediksi Expected Return pada Saham yang Tergabung dalam IDX80 Bursa Efek Indonesia Periode 2017 - 2020. 602–609.
  2. Ansori, A., Tarihoran, N. A., Mujib, A., Syarifudin, E., & Firdaos, R. (2024, October). Systematic mapping in the topic of Islamic education management and education management based on bibliometric analysis. In AIP Conference Proceedings (Vol. 3098, No. 1). AIP Publishing.
  3. Azhari, F., Suharti, T., & Nurhayati, I. (2020). Pengaruh Beta Terhadap Return Saham Pada Perusahaan Sektor Perdagangan, Jasa Dan Investasi. Manager, 3(4), 509–519.
  4. Bilondatu, R. N., & Isa, D. R. (2019). Harga Saham PT . COWELL DEVELOPMENT Tbk . Arch ( 1 ) and Garch ( 1 , 1 ) Model in Stock Price Forecasting o f Cowell. 13, 9–18.
  5. Damodar N. Gujarati. (2013). Dasar-dasar Ekonometrika (Kelima). Salemba Empat.
  6. Dasuki, M. (2020). Algoritma Backpropagation Neural Network Untuk Peramalan Data Time Series. Jurnal Aplikasi Sistem Informasi Dan Elektronika, 2(1), 43–51.
  7. Fitri, F. A., Syarifuddin, E. ., & Sulong, S. . (2024). Analysis of the zakat village model for economic sector utilization: ANP approach. Jurnal Ekonomi & Keuangan Islam, 10(1), 90–102. https://doi.org/10.20885/JEKI.vol10.iss1.art7
  8. Francq, C., & Zakoian, J. M. (2010). GARCH Models: Structure, Statistical Inference and Financial Applications. In John Wiley & Sons Ltd.,. Chichester.
  9. Irawan, W., Suwarman, R., Azim, M., Sudrajat, B., & Hamsyiah, N. (2023). RESERVES FOR SHARIA LIFE INSURANCE CONTRIBUTIONS USING THE GROSS PREMIUM VALUATION (GPV) METHOD BASED ON VASICEK MODEL. BAREKENG: Jurnal Ilmu Matematika Dan Terapan, 17(2), 0635-0640. https://doi.org/10.30598/barekengvol17iss2pp0635-0640
  10. Jannah, M., Fahlevi, M., Paulina, J., Nugroho, B. S., Purwanto, A., Subarkah, M. A., & Cahyono, Y. (2020). Effect of ISO 9001, ISO 45001 and ISO 14000 toward financial performance of Indonesian manufacturing. Systematic Reviews in Pharmacy, 11(10), 894-902.
  11. Luc Bauwens., Hafner, C., & Sebastien Laurent. (2012). Volatility Models and Their Applications. In Handbook of Volatility Models and Their Applications (pp. 1–20). A John Wiley & Sons, inc.
  12. Peristiwo, H. (2021). Role Of Transportation Thein Supporting Sustainable Halal Tourism In Indonesia. IQTISHODUNA: Jurnal Ekonomi Islam, 10(2). https://doi.org/10.36835/iqtishoduna.v10i2.707
  13. Puspaningtyas, L., & Zuraya, N. (2020). Aset Perbankan Syariah Malaysia Capai Rp 2.789 Triliun. Republika. https://ekonomi.republika.co.id/berita/q55xjj383/aset-perbankan-syariah-malaysia-capai-rp-2789-triliun
  14. Putri, S., Risyanto, H., Suganda, A., & Husni, E. (2021). REC Method in Comparison of Soundness Level of Islamic Bank in Indonesia and Malaysia. Economica: Jurnal Ekonomi Islam, 12(2), 313-334. doi:https://doi.org/10.21580/economica.2021.12.2.9371
  15. Sari, C. M. K., & Ryandono, N. H. (2019). Pengujian Capital Asset Pricing Model (Capm) Dalam Menilai Risiko Dan Return Saham Jakarta Islamic Index (Jii) Dengan Two Pass Regression. Jurnal Ekonomi Syariah Teori Dan Terapan, 5(9), 775. https://doi.org/10.20473/vol5iss20189pp775-790
  16. Simangunsong, Y. M., & Wirama, D. G. (2014). Pengujian Validitas Empiris Capital Asset Pricing Model Di Pasar Modal Indonesia. Jurnal Ilmiah Akuntansi Dan Bisnis, 9(1), 57–64.
  17. Siska Puspitasari. (2016). Keputusan Go Public PT Bank Panin Tbk Pendekatan Analytic Network Process. UIN Syarif Hidayatullah Jakarta.
  18. Souza., T. de O. (2020). Observable Implications of the Conditional CAPM. https://doi.org/http://dx.doi.org/10.2139/ssrn.3542827
  19. Suganda, A., Lestari, W., & Sulthani, D. (2023). Unraveling the Intricate Dynamics of Turkish Immigrants and Muslim Minorities in Germany. Walisongo: Jurnal Penelitian Sosial Keagamaan, 31(2). doi:https://doi.org/10.21580/ws.31.2.19374
  20. Suryanto, T. (2023). Constructing Islamic Law and Islamic Business Ethics for a Sustainable Halal Industry Economy. Manchester Journal of Transnational Islamic Law & Practice, 19(3).
  21. SyariahPedia. (2022). Daftar Lengkap Bank Syariah di Indonesia: BUS, UUS, dan BPRS. In Ensiklopedia Ekonomi Syariah. https://www.syariahpedia.com/2022/02/daftar-lengkap-bank-syariah-di-indonesia.html.
  22. Syarifudin, E., & Anam , K. . (2023). Tourists’ perceptions of the religious tourism quality services: Gap Analysis Approach. Al-Uqud : Journal of Islamic Economics, 7(2), 229–242. https://doi.org/10.26740/aluqud.v7n2.p229-242
  23. Wazin, Maskuroh, N., Peristiwo, H., & Suganda, A. D. (2024). Indonesian Sharia Tourism Towards a Sustainable Halal Industry. In The AI Revolution: Driving Business Innovation and Research: Volume 1 (pp. 901-911). Cham: Springer Nature Switzerland.
  24. Wulandari, S., & Suganda, A. D. (2021). Determining factors of earnings management based on accrual model. Jurnal Akuntansi dan Auditing Indonesia, 45-53.

ISLAMICONOMIC: Jurnal Ekonomi Islam
Published by Departement of Islamic Economics, UIN Sultan Maulana Hasanuddin Banten - Indonesia

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ISSN: 2085-3696 (Print)
ISSN: 2541-4127 (Online)

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