Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]

This research examined the potential for diversifying Malaysian Islamic and conventional stock indexes with other commodities, such as crude oil, Bitcoin, and gold, with time-varying differences or investors' varied investment horizons, which researchers had previously overlooked. Methods like...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Jurnal Pengurusan
المؤلف الرئيسي: 2-s2.0-85134846781
التنسيق: مقال
اللغة:English
منشور في: Penerbit Universiti Kebangsaan Malaysia 2022
الوصول للمادة أونلاين:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134846781&doi=10.17576%2fpengurusan-2022-64-11&partnerID=40&md5=17f2eef71cd7c8ba56d0ac3f5eee36f9
id Abdullah A.M.; Wahab H.A.; Ghazali M.F.; Hasan H.; Ruslan R.A.M.; Aziz W.M.N.H.W.A.
spelling Abdullah A.M.; Wahab H.A.; Ghazali M.F.; Hasan H.; Ruslan R.A.M.; Aziz W.M.N.H.W.A.
2-s2.0-85134846781
Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
2022
Jurnal Pengurusan
64

10.17576/pengurusan-2022-64-11
https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134846781&doi=10.17576%2fpengurusan-2022-64-11&partnerID=40&md5=17f2eef71cd7c8ba56d0ac3f5eee36f9
This research examined the potential for diversifying Malaysian Islamic and conventional stock indexes with other commodities, such as crude oil, Bitcoin, and gold, with time-varying differences or investors' varied investment horizons, which researchers had previously overlooked. Methods like the Multivariate GARCH-Dynamic Conditional Correlation (MGARCH-DCC) and the continuous wavelet transformation (CWT) were employed since they are time-varying and time scale-dependent. Crude oil, Bitcoin, and gold are shown to be leading the stock indices in our vector error correction model (VECM) analysis, implying that changes in the price of these commodities influence the stock indices. The findings also indicate that investors exposed to Malaysian stock indexes and investing in Bitcoin may benefit from significant diversification advantages across almost all investment horizons. However, the MGARCH-DCC result shows that Bitcoin is highly unpredictable. As a precaution, Malaysian investors should choose gold as a diversification instrument which is more stable. The wavelet model demonstrates that investors in Malaysia's Islamic and conventional indices may benefit from the gold holding for durations ranging from 1 to 64 days and 128 days beyond. The findings highlight the importance of using contemporary techniques to identify diversification opportunities for investors with varied investment horizons or holding stocks for various times. © 2022 Penerbit Universiti Kebangsaan Malaysia. All rights reserved.
Penerbit Universiti Kebangsaan Malaysia
1272713
English
Article

author 2-s2.0-85134846781
spellingShingle 2-s2.0-85134846781
Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
author_facet 2-s2.0-85134846781
author_sort 2-s2.0-85134846781
title Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
title_short Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
title_full Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
title_fullStr Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
title_full_unstemmed Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
title_sort Portfolio Diversification Benefits of Malaysia's Stock Indices with Commodities: An Analysis Based on the MGARCH-DCC and Wavelet Techniques; [Manfaat Kepelbagaian Portfolio Indeks Saham Malaysia dengan Komoditi: Analisis Berdasarkan Teknik MGARCH-DCC dan Wavelet]
publishDate 2022
container_title Jurnal Pengurusan
container_volume 64
container_issue
doi_str_mv 10.17576/pengurusan-2022-64-11
url https://www.scopus.com/inward/record.uri?eid=2-s2.0-85134846781&doi=10.17576%2fpengurusan-2022-64-11&partnerID=40&md5=17f2eef71cd7c8ba56d0ac3f5eee36f9
description This research examined the potential for diversifying Malaysian Islamic and conventional stock indexes with other commodities, such as crude oil, Bitcoin, and gold, with time-varying differences or investors' varied investment horizons, which researchers had previously overlooked. Methods like the Multivariate GARCH-Dynamic Conditional Correlation (MGARCH-DCC) and the continuous wavelet transformation (CWT) were employed since they are time-varying and time scale-dependent. Crude oil, Bitcoin, and gold are shown to be leading the stock indices in our vector error correction model (VECM) analysis, implying that changes in the price of these commodities influence the stock indices. The findings also indicate that investors exposed to Malaysian stock indexes and investing in Bitcoin may benefit from significant diversification advantages across almost all investment horizons. However, the MGARCH-DCC result shows that Bitcoin is highly unpredictable. As a precaution, Malaysian investors should choose gold as a diversification instrument which is more stable. The wavelet model demonstrates that investors in Malaysia's Islamic and conventional indices may benefit from the gold holding for durations ranging from 1 to 64 days and 128 days beyond. The findings highlight the importance of using contemporary techniques to identify diversification opportunities for investors with varied investment horizons or holding stocks for various times. © 2022 Penerbit Universiti Kebangsaan Malaysia. All rights reserved.
publisher Penerbit Universiti Kebangsaan Malaysia
issn 1272713
language English
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