Climate Risk Transmissions to Commodity Markets: Evidence From a Mixed-Frequency Spillover Approach
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DOI: 10.1177/0193841X251391891
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- Wei, Yu & Qin, Songkun & Li, Xiafei & Zhu, Sha & Wei, Guiwu, 2019. "Oil price fluctuation, stock market and macroeconomic fundamentals: Evidence from China before and after the financial crisis," Finance Research Letters, Elsevier, vol. 30(C), pages 23-29.
- Kyle Lesinger & Di Tian & Courtney P. Leisner & Alvaro Sanz-Saez, 2020. "Impact of climate change on storage conditions for major agricultural commodities across the contiguous United States," Climatic Change, Springer, vol. 162(3), pages 1287-1305, October.
- Salisu, Afees A. & Isah, Kazeem & Oloko, Tirimisiyu O., 2024. "Technology shocks and crude oil market connection: The role of climate change," Energy Economics, Elsevier, vol. 130(C).
- Giovanna Bua & Daniel Kapp & Federico Ramella & Lavinia Rognone, 2024. "Transition versus physical climate risk pricing in European financial markets: a text-based approach," The European Journal of Finance, Taylor & Francis Journals, vol. 30(17), pages 2076-2110, November.
- Liu, Yuntong & Wei, Yu & Wang, Qian & Liu, Yi, 2022. "International stock market risk contagion during the COVID-19 pandemic," Finance Research Letters, Elsevier, vol. 45(C).
- Zhang, Hongwei & Hong, Huojun & Ding, Shijie, 2023. "The role of climate policy uncertainty on the long-term correlation between crude oil and clean energy," Energy, Elsevier, vol. 284(C).
- Shanghui Jia & Xinhui Chen & Liyan Han & Jiayu Jin, 2023. "Global climate change and commodity markets: A hedging perspective," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 43(10), pages 1393-1422, October.
- Bai, Lan & Wei, Yu & Wei, Guiwu & Li, Xiafei & Zhang, Songyun, 2021. "Infectious disease pandemic and permanent volatility of international stock markets: A long-term perspective," Finance Research Letters, Elsevier, vol. 40(C).
- Tian, Hao & Long, Shaobo & Li, Zixuan, 2022. "Asymmetric effects of climate policy uncertainty, infectious diseases-related uncertainty, crude oil volatility, and geopolitical risks on green bond prices," Finance Research Letters, Elsevier, vol. 48(C).
- Wei, Yu & Liu, Jing & Lai, Xiaodong & Hu, Yang, 2017. "Which determinant is the most informative in forecasting crude oil market volatility: Fundamental, speculation, or uncertainty?," Energy Economics, Elsevier, vol. 68(C), pages 141-150.
- Yan, Wan-Lin & Cheung, Adrian (Wai Kong), 2024. "Connectedness among Chinese climate policy uncertainty, exchange rate, Chinese and international crude oil markets: Insights from time and frequency domain analyses of high order moments," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
- Emilie Stokeld & Simon A. Croft & Jonathan M. H. Green & Christopher D. West, 2020. "Climate change, crops and commodity traders: subnational trade analysis highlights differentiated risk exposure," Climatic Change, Springer, vol. 162(2), pages 175-192, September.
- Jacobus Nel & Rangan Gupta & Mark E. Wohar & Christian Pierdzioch, 2024.
"Climate Risks And Predictability Of Commodity Returns And Volatility: Evidence From Over 750 Years Of Data,"
Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 15(04), pages 1-40, November.
- Jacobus Nel & Rangan Gupta & Mark E. Wohar & Christian Pierdzioch, 2022. "Climate Risks and Predictability of Commodity Returns and Volatility: Evidence from Over 750 Years of Data," Working Papers 202242, University of Pretoria, Department of Economics.
- Banerjee, Ameet Kumar, 2024. "Second-order moment risk connectedness across climate and geopolitical risk and global commodity markets," Economics Letters, Elsevier, vol. 235(C).
- Chia‐Hsien Tang & Yen‐Hsien Lee & Hung‐Chun Liu & Guan‐Gzhe Zeng, 2024. "Exploring the unpredictable nature of climate policy uncertainty: An empirical analysis of its impact on commodity futures returns in the United States," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(7), pages 1277-1292, July.
- Lyu, Yongjian & Qin, Fanshu & Ke, Rui & Wei, Yu & Kong, Mengzhen, 2024. "Does mixed frequency variables help to forecast value at risk in the crude oil market?," Resources Policy, Elsevier, vol. 88(C).
- De Lipsis, Vincenzo & Agnolucci, Paolo, 2024. "Climate change and the US wheat commodity market," Journal of Economic Dynamics and Control, Elsevier, vol. 161(C).
- Diebold, Francis X. & Yilmaz, Kamil, 2012.
"Better to give than to receive: Predictive directional measurement of volatility spillovers,"
International Journal of Forecasting, Elsevier, vol. 28(1), pages 57-66.
- Francis X. Diebold & Kamil Yilmaz, 2010. "Better to Give than to Receive: Predictive Directional Measurement of Volatility Spillovers," Koç University-TUSIAD Economic Research Forum Working Papers 1001, Koc University-TUSIAD Economic Research Forum, revised Mar 2010.
- Tom Doan, 2025. "DIEBOLDYILMAZ_IJF2012: RATS program to replicate Diebold and Yilmaz(2012) spillover calculations," Statistical Software Components RTZ00199, Boston College Department of Economics.
- Wang, Kai-Hua & Kan, Jia-Min & Qiu, Lianhong & Xu, Shulin, 2023. "Climate policy uncertainty, oil price and agricultural commodity: From quantile and time perspective," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 256-272.
- Nam, Kyungsik, 2021. "Investigating the effect of climate uncertainty on global commodity markets," Energy Economics, Elsevier, vol. 96(C).
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2003.
"Modeling and Forecasting Realized Volatility,"
Econometrica, Econometric Society, vol. 71(2), pages 579-625, March.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2001. "Modeling and Forecasting Realized Volatility," Center for Financial Institutions Working Papers 01-01, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Anderson, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Labys, Paul, 2002. "Modeling and Forecasting Realized Volatility," Working Papers 02-12, Duke University, Department of Economics.
- Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Paul Labys, 2001. "Modeling and Forecasting Realized Volatility," NBER Working Papers 8160, National Bureau of Economic Research, Inc.
- Raza, Syed Ali & Khan, Komal Akram, 2024. "Climate policy uncertainty and its relationship with precious metals price volatility: Comparative analysis pre and during COVID-19," Resources Policy, Elsevier, vol. 88(C).
- Cotter, John & Hallam, Mark & Yilmaz, Kamil, 2023.
"Macro-financial spillovers,"
Journal of International Money and Finance, Elsevier, vol. 133(C).
- John Cotter & Mark Hallam & Kamil Yilmaz, 2020. "Macro-Financial Spillovers," Working Papers 202005, Geary Institute, University College Dublin.
- Chen, Yanhua & Sharma, Aarzoo, 2024. "How much does climate-related risk impact stock and commodity markets: A comparative study of the US and China," Finance Research Letters, Elsevier, vol. 62(PA).
- Bonato, Matteo & Cepni, Oguzhan & Gupta, Rangan & Pierdzioch, Christian, 2023.
"Climate risks and realized volatility of major commodity currency exchange rates,"
Journal of Financial Markets, Elsevier, vol. 62(C).
- Matteo Bonato & Oguzhan Cepni & Rangan Gupta & Christian Pierdzioch, 2022. "Climate Risks and Realized Volatility of Major Commodity Currency Exchange Rates," Working Papers 202210, University of Pretoria, Department of Economics.
- Xiaoyu Zheng & Wenzhen Li, 2024. "Government environmental attention and enterprise greenwashing behavior: evidence from China," Journal of Asian Business and Economic Studies, Emerald Group Publishing Limited, vol. 31(5), pages 392-403, November.
- Henders, Sabine & Ostwald, Madelene & Verendel, Vilhelm & Ibisch, Pierre, 2018. "Do national strategies under the UN biodiversity and climate conventions address agricultural commodity consumption as deforestation driver?," Land Use Policy, Elsevier, vol. 70(C), pages 580-590.
- Ghysels, Eric, 2016. "Macroeconomics and the reality of mixed frequency data," Journal of Econometrics, Elsevier, vol. 193(2), pages 294-314.
- Jamilu Iliyasu & Aliyu Rafindadi Sanusi, 2024. "Climate change’s impact on commodity prices: a new challenge for monetary policy," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 23(2), pages 187-212, May.
- Shahbaz, Muhammad & Sheikh, Umaid A. & Tabash, Mosab I. & Jiao, Zhilun, 2024. "Shock transmission between climate policy uncertainty, financial stress indicators, oil price uncertainty and industrial metal volatility: Identifying moderators, hedgers and shock transmitters," Energy Economics, Elsevier, vol. 136(C).
- Lin, Boqiang & Chen, Yiyang & Gong, Xu, 2024. "Stress from attention: The relationship between climate change attention and crude oil markets," Journal of Commodity Markets, Elsevier, vol. 34(C).
- Ding, Yugang & Xu, Jiangmin, 2023. "Global vulnerability of agricultural commodities to climate risk: Evidence from satellite data," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 669-687.
- Drabo, Alassane, 2017. "Climate change mitigation and agricultural development models: Primary commodity exports or local consumption production?," Ecological Economics, Elsevier, vol. 137(C), pages 110-125.
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