نتایج جستجو برای: مدل دومتغیرة dcc garch

تعداد نتایج: 125113  

Journal: :Social Science Research Network 2021

We employ a VARMA DCC-GARCH model to search for portfolio diversification with Bitcoin in global industry portfolios and bond index. find lower dynamic conditional correlations between & index, allowing an investment hedge the risk against bonds. The most effective Bitcoin/industry (bond) is short Utilities sector. Results are robust use of US cryptocurrency index instead Bitcoin, respectively....

Journal: :Energies 2022

Crude oil and natural gas are crucial to the Russian economy. Therefore, this study examined interconnections between crude price, economic policy uncertainty (EPU) over period 1994–2019 using multivariate DCC-MGARCH models. The findings show that there strong (co-movement) energy prices EPU in Russia, it might be misleading assume independence or neutrality variables. Although Russia is also a...

2010
Wenjing Su Yiyu Huang Björn Holmquist

The purpose of this thesis is to investigate different formulations of multivariate GARCH models and to apply two of the popular ones – the BEKKGARCH model and the DCCGARCH model – in evaluating the volatility of a portfolio of zero-coupon bonds. Multivariate GARCH models are considered as one of the most useful tools for analyzing and forecasting the volatility of time series when volatility f...

ژورنال: تحقیقات اقتصادی 2015

در این تحقیق همبستگی نامتقارن و غیرخطی بین متغیرهای بازده بازار و حجم معاملات با رویکرد DCC-GARCH مدل‌سازی و تأثیر شوک‌های وارد بر بازار سهام، تعطیلات آخر هفته، و آثار تقویمی بر بازده سهام و حجم معاملات بررسی شده است. نتایج تخمین پارامترهای مدل به روش حداکثر درست‌نمایی نشان می‌دهد که بازده روز قبل بازار تأثیر مثبت بر رشد حجم معاملات دارد، ولی تأثیر رشد حجم معاملات دورة قبل بر تغییر بازده بازار ...

Journal: :JASF (Journal of Accounting and Strategic Finance) 2022

This research aims to review the formation of dynamic portfolio individual stocks and gold using DCC-GARCH ADCC-GARCH analysis techniques in periods before during COVID-19 pandemic. is done so that investors investment managers will be able apply this method. uses data from period October 2019 - September 2020 with a sample nine are included IDX-30. The results showed technique pandemic perform...

تاثیر رسانه بر اقتصاد از طریق ارایه اطلاعات و تغییر رفتار اقتصادی افراد، از جمله مباحث اساسی مطالعات رسانه و اقتصاد است. توجه به عنصر تکرار در رسانه برای اقناع مخاطب، بیانگر ایجاد شرایط پویایی وابسته به زمان در مدل‌های تغییرپذیری خانواده GARCH به عنوان یکی از روش‌های مرسوم مطالعات تغییر پذیری است. مقایسه نتایج حاصل از تخمین مدل‌های تغییر پذیری BEKK-MGARCH و پویا DCC-MGARCH،  برای بررسی تاثیر حض...

Journal: :Mathematics 2023

This study uses daily COVID-19 news series to determine their impact on financial market volatility. paper assesses whether U.S. markets react differently than emerging and if such are impacted by country-specific global news. To detect the spillover effects from volatility, a time-varying DCC-GARCH model was applied. The results suggest that affected pandemic news, have stronger ones, misleadi...

Journal: :European Financial Management 2022

We investigate the interest rate risk exposures of euro area banks during times crises and very low rates. First, we assess sensitivities banks' stock prices to changes in level, slope curvature yield curve using Bayesian DCC M-GARCH model. Our findings reveal that price change over time that, on average, benefit from increases curve. Second, observe with higher capital ratios, more customer le...

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