Forecasting Realized Gold Volatility: Is there a Role of Geopolitical Risks?
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Cited by:
- Asai, Manabu & Gupta, Rangan & McAleer, Michael, 2020.
"Forecasting volatility and co-volatility of crude oil and gold futures: Effects of leverage, jumps, spillovers, and geopolitical risks,"
International Journal of Forecasting, Elsevier, vol. 36(3), pages 933-948.
- Manabu Asai & Rangan Gupta & Michael McAleer, 2019. "Forecasting Volatility and Co-volatility of Crude Oil and Gold Futures: Effects of Leverage, Jumps, Spillovers, and Geopolitical Risks," Working Papers 201951, University of Pretoria, Department of Economics.
- Nonejad, Nima, 2021. "Predicting equity premium using news-based economic policy uncertainty: Not all uncertainty changes are equally important," International Review of Financial Analysis, Elsevier, vol. 77(C).
- Bouri, Elie & Gkillas, Konstantinos & Gupta, Rangan & Pierdzioch, Christian, 2021. "Forecasting power of infectious diseases-related uncertainty for gold realized variance," Finance Research Letters, Elsevier, vol. 42(C).
- Christos Floros & Konstantinos Gkillas & Christoforos Konstantatos & Athanasios Tsagkanos, 2020. "Realized Measures to Explain Volatility Changes over Time," JRFM, MDPI, vol. 13(6), pages 1-19, June.
- Salisu, Afees A. & Gupta, Rangan & Karmakar, Sayar & Das, Sonali, 2022.
"Forecasting output growth of advanced economies over eight centuries: The role of gold market volatility as a proxy of global uncertainty,"
Resources Policy, Elsevier, vol. 75(C).
- Afees A. Salisu & Rangan Gupta & Sayar Karmakar & Sonali Das, 2021. "Forecasting Output Growth of Advanced Economies Over Eight Centuries: The Role of Gold Market Volatility as a Proxy of Global Uncertainty," GRU Working Paper Series GRU_2021_017, City University of Hong Kong, Department of Economics and Finance, Global Research Unit.
- Afees A. Salisu & Rangan Gupta & Sayar Karmakar & Sonali Das, 2021. "Forecasting Output Growth of Advanced Economies Over Eight Centuries: The Role of Gold Market Volatility as a Proxy of Global Uncertainty," Working Papers 202133, University of Pretoria, Department of Economics.
- Ren, Xiaohang & Cao, Yuxuan & Liu, Pei Jose & Han, Dun, 2023. "Does geopolitical risk affect firms' idiosyncratic volatility? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 90(C).
- Li, Yingli & Huang, Jianbai & Chen, Jinyu, 2021. "Dynamic spillovers of geopolitical risks and gold prices: New evidence from 18 emerging economies," Resources Policy, Elsevier, vol. 70(C).
- Faheem Aslam & Paulo Ferreira & Haider Ali & Ana Ercília José, 2022. "Application of Multifractal Analysis in Estimating the Reaction of Energy Markets to Geopolitical Acts and Threats," Sustainability, MDPI, vol. 14(10), pages 1-23, May.
- Shahbaz, Muhammad & Khan, Asad ul Islam & Mubarak, Muhammad Shujaat, 2023. "Roling-window bounds testing approach to analyze the relationship between oil prices and metal prices," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 388-395.
- Wu, Bangzheng, 2025. "Sino-American relations and gold market volatility," Finance Research Letters, Elsevier, vol. 80(C).
- Li, Xiafei & Liao, Yin & Lu, Xinjie & Ma, Feng, 2022. "An oil futures volatility forecast perspective on the selection of high-frequency jump tests," Energy Economics, Elsevier, vol. 116(C).
- Będowska-Sójka, Barbara & Demir, Ender & Zaremba, Adam, 2022. "Hedging Geopolitical Risks with Different Asset Classes: A Focus on the Russian Invasion of Ukraine," Finance Research Letters, Elsevier, vol. 50(C).
- Guo, Changrong & Zhang, Xiangyu & Raza, Syed Ali & Masood, Amna, 2024. "Asymmetrical connectedness between infectious diseases-related equity market volatility and prices of precious metals," Resources Policy, Elsevier, vol. 88(C).
- Rangan Gupta & Sayar Karmakar & Christian Pierdzioch, 2024.
"Safe Havens, Machine Learning, and the Sources of Geopolitical Risk: A Forecasting Analysis Using Over a Century of Data,"
Computational Economics, Springer;Society for Computational Economics, vol. 64(1), pages 487-513, July.
- Rangan Gupta & Sayar Karmakar & Christian Pierdzioch, 2022. "Safe Havens, Machine Learning, and the Sources of Geopolitical Risk: A Forecasting Analysis Using Over a Century of Data," Working Papers 202201, University of Pretoria, Department of Economics.
- Bonato, Matteo & Çepni, Oğuzhan & Gupta, Rangan & Pierdzioch, Christian, 2021.
"Do oil-price shocks predict the realized variance of U.S. REITs?,"
Energy Economics, Elsevier, vol. 104(C).
- Matteo Bonato & Rangan Gupta & Christian Pierdzioch, 2020. "Do Oil-Price Shocks Predict the Realized Variance of U.S. REITs?," Working Papers 2020100, University of Pretoria, Department of Economics.
- Thanoj K. Muddana & Komal S.R. Bhimireddy & Anandamayee Majumdar & Rangan Gupta, 2024. "Forecasting Gold Returns Volatility Over 1258-2023: The Role of Moments," Working Papers 202421, University of Pretoria, Department of Economics.
- Qiuying Cheng & Xinyu Wang & Song Shi & Zhuqing Wang, 2025. "Heterogeneous impacts of fundamentals on gold market risk using regime switching quantile-based GARCH-MIDAS model," Empirical Economics, Springer, vol. 69(3), pages 1411-1465, September.
- Sisa Shiba & Goodness C. Aye & Rangan Gupta & Samrat Goswami, 2022.
"Forecastability of Agricultural Commodity Futures Realised Volatility with Daily Infectious Disease-Related Uncertainty,"
JRFM, MDPI, vol. 15(11), pages 1-15, November.
- Sisa Shiba & Goodness C. Aye & Rangan Gupta & Samrat Goswami, 2022. "Forecastability of Agricultural Commodity Futures Realised Volatility with Daily Infectious Disease-Related Uncertainty," Working Papers 202249, University of Pretoria, Department of Economics.
- Afees A. Salisu & Rangan Gupta & Ahamuefula E. Ogbonna, 2022.
"A moving average heterogeneous autoregressive model for forecasting the realized volatility of the US stock market: Evidence from over a century of data,"
International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 384-400, January.
- Afees A. Salisu & Rangan Gupta & Ahamuefula E. Ogbonna, 2019. "A Moving Average Heterogeneous Autoregressive Model for Forecasting the Realized Volatility of the US Stock Market: Evidence from Over a Century of Data," Working Papers 201978, University of Pretoria, Department of Economics.
- Qin, Meng & Shao, Xuefeng & Hu, Chengming & Su, Chi Wei, 2025. "Can gold hedge against uncertainty in the cryptocurrency and energy markets?," Technological Forecasting and Social Change, Elsevier, vol. 214(C).
- Kamal, Javed Bin & Wohar, Mark & Kamal, Khaled Bin, 2022. "Do gold, oil, equities, and currencies hedge economic policy uncertainty and geopolitical risks during covid crisis?," Resources Policy, Elsevier, vol. 78(C).
- Bonato, Matteo & Gkillas, Konstantinos & Gupta, Rangan & Pierdzioch, Christian, 2021.
"A note on investor happiness and the predictability of realized volatility of gold,"
Finance Research Letters, Elsevier, vol. 39(C).
- Matteo Bonato & Konstantinos Gkillas & Rangan Gupta & Christian Pierdzioch, 2020. "A Note on Investor Happiness and the Predictability of Realized Volatility of Gold," Working Papers 202004, University of Pretoria, Department of Economics.
- Li, Songsong & Zhang, Weiqian & Zhang, Wei, 2023. "Dynamic time-frequency connectedness and risk spillover between geopolitical risks and natural resources," Resources Policy, Elsevier, vol. 82(C).
- Wang, Yu & Song, Gaoya & Lu, Yiming, 2025. "Geopolitical risk, bank regulation, and systemic risk: A cross-country analysis," Finance Research Letters, Elsevier, vol. 76(C).
- Li, Xin & Tong, Yan & Zhong, Kai & Xu, Guoquan & Zhao, Wenyi, 2024. "Geopolitical risk and foreign subsidiary performance of emerging market multinationals," Journal of Multinational Financial Management, Elsevier, vol. 72(C).
- Luo, Jiawen & Demirer, Riza & Gupta, Rangan & Ji, Qiang, 2022.
"Forecasting oil and gold volatilities with sentiment indicators under structural breaks,"
Energy Economics, Elsevier, vol. 105(C).
- Jiawen Luo & Riza Demirer & Rangan Gupta & Qiang Ji, 2021. "Forecasting Oil and Gold Volatilities with Sentiment Indicators Under Structural Breaks," Working Papers 202130, University of Pretoria, Department of Economics.
- Gupta, Rangan & Pierdzioch, Christian, 2022.
"Climate risks and forecastability of the realized volatility of gold and other metal prices,"
Resources Policy, Elsevier, vol. 77(C).
- Rangan Gupta & Christian Pierdzioch, 2021. "Climate Risks and Forecastability of the Realized Volatility of Gold and Other Metal Prices," Working Papers 202172, University of Pretoria, Department of Economics.
- Chen, Wang & Lu, Xinjie & Wang, Jiqian, 2022. "Modeling and managing stock market volatility using MRS-MIDAS model," International Review of Economics & Finance, Elsevier, vol. 82(C), pages 625-635.
- Nonejad, Nima, 2022. "Predicting equity premium out-of-sample by conditioning on newspaper-based uncertainty measures: A comparative study," International Review of Financial Analysis, Elsevier, vol. 83(C).
- Theophilus Teye Osah & Andre Varella Mollick, 2023. "Stock and oil price returns in international markets: Identifying short and long-run effects," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 47(1), pages 116-141, March.
- Văn, Lê & Bảo, Nguyễn Khắc Quốc, 2022. "The relationship between global stock and precious metals under Covid-19 and happiness perspectives," Resources Policy, Elsevier, vol. 77(C).
- Phan, Dinh Hoang Bach & Tran, Vuong Thao & Iyke, Bernard Njindan, 2022. "Geopolitical risk and bank stability," Finance Research Letters, Elsevier, vol. 46(PB).
- Ahmet Faruk Aysan & Ali Yavuz Polat & Hasan Tekin & Ahmet Semih Tunalı, 2023.
"The Ascent of Geopolitics: Scientometric Analysis and Ramifications of Geopolitical Risk,"
Defence and Peace Economics, Taylor & Francis Journals, vol. 34(6), pages 791-809, August.
- Ahmet Faruk Aysan & Ali Polat & Hasan Tekin & Ahmet Tunali, 2022. "The Ascent of Geopolitics: Scientometric Analysis and Ramifications of Geopolitical Risk," Working Papers hal-03638273, HAL.
- Aysan, Ahmet Faruk & Polat, Ali Yavuz & Tekin, Hasan & Tunalı, Ahmet Semih, 2022. "The Ascent of Geopolitics: Scientometric Analysis and Ramifications of Geopolitical Risk," MPRA Paper 112741, University Library of Munich, Germany.
- Shang, Yue & Wei, Yu & Chen, Yongfei, 2022. "Cryptocurrency policy uncertainty and gold return forecasting: A dynamic Occam's window approach," Finance Research Letters, Elsevier, vol. 50(C).
- Song, Yuping & Huang, Jiefei & Zhang, Qichao & Xu, Yang, 2024. "Heterogeneity effect of positive and negative jumps on the realized volatility: Evidence from China," Economic Modelling, Elsevier, vol. 136(C).
- Salisu, Afees A. & Adediran, Idris & Omoke, Philip C. & Tchankam, Jean Paul, 2023. "Gold and tail risks," Resources Policy, Elsevier, vol. 80(C).
- Zhou, Mei-Jing & Huang, Jian-Bai & Chen, Jin-Yu, 2022. "Time and frequency spillovers between political risk and the stock returns of China's rare earths," Resources Policy, Elsevier, vol. 75(C).
- Li, Xiafei & Guo, Qiang & Liang, Chao & Umar, Muhammad, 2023. "Forecasting gold volatility with geopolitical risk indices," Research in International Business and Finance, Elsevier, vol. 64(C).
- Song, Yu & Song, Yanqiu & Chang, Shiwei & He, Lele, 2024. "The role of gold in terrorism: Risk aversion or financing source?," Resources Policy, Elsevier, vol. 95(C).
- Xiafei Li & Dongxin Li & Xuhui Zhang & Guiwu Wei & Lan Bai & Yu Wei, 2021. "Forecasting regular and extreme gold price volatility: The roles of asymmetry, extreme event, and jump," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 40(8), pages 1501-1523, December.
- Rangan Gupta & Christian Pierdzioch & Wing-Keung Wong, 2021.
"A Note on Forecasting the Historical Realized Variance of Oil-Price Movements: The Role of Gold-to-Silver and Gold-to-Platinum Price Ratios,"
Energies, MDPI, vol. 14(20), pages 1-12, October.
- Rangan Gupta & Christian Pierdzioch & Wing-Keung Wong, 2021. "A Note on Forecasting the Historical Realized Variance of Oil-Price Movements: The Role of Gold-to-Silver and Gold-to-Platinum Price Ratios," Working Papers 202158, University of Pretoria, Department of Economics.
- Zhang, Yaojie & He, Mengxi & Wang, Yudong & Wen, Danyan, 2025. "Model specification for volatility forecasting benchmark," International Review of Financial Analysis, Elsevier, vol. 97(C).
- Yang, Jianlei & Yang, Chunpeng, 2021. "The impact of mixed-frequency geopolitical risk on stock market returns," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 226-240.
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- Wang, Xueting & Wang, Man & Wu, Haoran, 2024. "Geopolitical risk and corporate cash Holdings in China: Precautionary motive and agency problem perspectives," International Review of Financial Analysis, Elsevier, vol. 93(C).
- Salisu, Afees A. & Cuñado, Juncal & Gupta, Rangan, 2022.
"Geopolitical risks and historical exchange rate volatility of the BRICS,"
International Review of Economics & Finance, Elsevier, vol. 77(C), pages 179-190.
- Afees A. Salisu & Juncal Cunado & Rangan Gupta, 2020. "Geopolitical Risks and Historical Exchange Rate Volatility of the BRICS," Working Papers 2020105, University of Pretoria, Department of Economics.
- Lu, Xinjie & Ma, Feng & Wang, Jianqiong & Dong, Dayong, 2022. "Singlehanded or joint race? Stock market volatility prediction," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 734-754.
- Cheng, Sheng & Zhang, Zongyou & Cao, Yan, 2022. "Can precious metals hedge geopolitical risk? Fresh sight using wavelet coherence analysis," Resources Policy, Elsevier, vol. 79(C).
- Hanif, Waqas & El Khoury, Rim & Hadhri, Sinda, 2025. "Is connectedness between commodity volatility indices and G-7 stock market returns the same across return quantiles?," Journal of Multinational Financial Management, Elsevier, vol. 79(C).
- Ye, Chuxin & Lv, Jiamin & Xue, Yinsong & Luo, Xingguo, 2023. "Intraday volatility predictability in china gold futures market: The case of last half-hour realized volatility forecasting," Finance Research Letters, Elsevier, vol. 58(PA).
- Zhou, YingXue & Wang, Da & Nie, Zhengyi, 2025. "How geopolitical tensions affect China’s systemic financial risk contagion," China Economic Review, Elsevier, vol. 90(C).
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- Zhang, Hongwei & Demirer, Riza & Huang, Jianbai & Huang, Wanjun & Tahir Suleman, Muhammad, 2021. "Economic policy uncertainty and gold return dynamics: Evidence from high-frequency data," Resources Policy, Elsevier, vol. 72(C).
- Zaremba, Adam & Cakici, Nusret & Demir, Ender & Long, Huaigang, 2022. "When bad news is good news: Geopolitical risk and the cross-section of emerging market stock returns," Journal of Financial Stability, Elsevier, vol. 58(C).
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- Gkillas, Konstantinos & Bouri, Elie & Gupta, Rangan & Roubaud, David, 2022.
"Spillovers in Higher-Order Moments of Crude Oil, Gold, and Bitcoin,"
The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 398-406.
- Konstantinos Gkillas & Elie Bouri & Rangan Gupta & David Roubaud, 2020. "Spillovers in Higher-Order Moments of Crude Oil, Gold, and Bitcoin," Working Papers 202068, University of Pretoria, Department of Economics.
- Gong, Xu & Xu, Jun, 2022. "Geopolitical risk and dynamic connectedness between commodity markets," Energy Economics, Elsevier, vol. 110(C).
- Mo, Bin & Zeng, Haiyu & Meng, Juan & Ding, Shaokai, 2024. "The connectedness between uncertainty and exchange rates of oil import countries: new evidence from time and frequency perspective," Resources Policy, Elsevier, vol. 88(C).
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- Ahdi Noomen Ajmi & Roula Inglesi-Lotz, 2021. "Revisiting the Kuznets Curve Hypothesis for Tunisia: Carbon Dioxide vs. Ecological Footprint," Working Papers 202171, University of Pretoria, Department of Economics.
- Díaz, Juan D. & Hansen, Erwin & Cabrera, Gabriel, 2023. "Gold risk premium estimation with machine learning methods," Journal of Commodity Markets, Elsevier, vol. 31(C).
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- Riza Demirer & Rangan Gupta & Christian Pierdzioch & Syed Jawad Hussain Shahzad, 2021.
"A note on oil price shocks and the forecastability of gold realized volatility,"
Applied Economics Letters, Taylor & Francis Journals, vol. 28(21), pages 1889-1897, December.
- Riza Demirer & Rangan Gupta & Christian Pierdzioch & Syed Jawad Hussain Shahzad, 2020. "A Note on Oil Price Shocks and the Forecastability of Gold Realized Volatility," Working Papers 202010, University of Pretoria, Department of Economics.
- Salisu, Afees A. & Gupta, Rangan & Bouri, Elie & Ji, Qiang, 2020.
"The role of global economic conditions in forecasting gold market volatility: Evidence from a GARCH-MIDAS approach,"
Research in International Business and Finance, Elsevier, vol. 54(C).
- Afees A. Salisu & Rangan Gupta & Elie Bouri & Qiang Ji, 2020. "The Role of Global Economic Conditions in Forecasting Gold Market Volatility: Evidence from a GARCH-MIDAS Approach," Working Papers 202043, University of Pretoria, Department of Economics.
- Liu, Yanqiong & Guo, Yaoqi & Wei, Qing, 2024. "Time-varying and multi-scale analysis of copper price influencing factors based on LASSO and EMD methods," Journal of Commodity Markets, Elsevier, vol. 34(C).
- Riza Demirer & Rangan Gupta & Christian Pierdzioch, 2020. "Forecasting Realized Stock-Market Volatility: Do Industry Returns have Predictive Value?," Working Papers 2020107, University of Pretoria, Department of Economics.
- Xu, Yahua & Bouri, Elie & Saeed, Tareq & Wen, Zhuzhu, 2020. "Intraday return predictability: Evidence from commodity ETFs and their related volatility indices," Resources Policy, Elsevier, vol. 69(C).
- Hu, Min & Zhang, Dayong & Ji, Qiang & Wei, Lijian, 2020. "Macro factors and the realized volatility of commodities: A dynamic network analysis," Resources Policy, Elsevier, vol. 68(C).
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- Mehmet Balcilar & Elie Bouri & Rangan Gupta & Christian Pierdzioch, 2021.
"El Niño, La Niña, and the Forecastability of the Realized Variance of Heating Oil Price Movements,"
Sustainability, MDPI, vol. 13(14), pages 1-23, July.
- Mehmet Balcilar & Elie Bouri & Rangan Gupta & Christian Pierdzioch, 2021. "El Nino, La Nina, and the Forecastability of the Realized Variance of Heating Oil Price Movements," Working Papers 202138, University of Pretoria, Department of Economics.
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