Do Prediction Markets Forecast Cryptocurrency Volatility? Evidence from Kalshi Macro Contracts
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Ben Omrane, Walid & Dabbou, Halim & Saadi, Samir & Savaser, Tanseli & Sebai, Saber, 2025. "Exploring volatility reactions in cryptocurrency markets using intraday macroeconomic news analysis," International Review of Economics & Finance, Elsevier, vol. 103(C).
- Katsiampa, Paraskevi, 2017. "Volatility estimation for Bitcoin: A comparison of GARCH models," Economics Letters, Elsevier, vol. 158(C), pages 3-6.
- Fulvio Corsi, 2009. "A Simple Approximate Long-Memory Model of Realized Volatility," Journal of Financial Econometrics, Oxford University Press, vol. 7(2), pages 174-196, Spring.
- Manski, Charles F., 2006.
"Interpreting the predictions of prediction markets,"
Economics Letters, Elsevier, vol. 91(3), pages 425-429, June.
- Charles F. Manski, 2004. "Interpreting the Predictions of Prediction Markets," NBER Working Papers 10359, National Bureau of Economic Research, Inc.
- Emi Nakamura & Jón Steinsson, 2018.
"High-Frequency Identification of Monetary Non-Neutrality: The Information Effect,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(3), pages 1283-1330.
- Emi Nakamura & Jón Steinsson, 2013. "High Frequency Identification of Monetary Non-Neutrality: The Information Effect," NBER Working Papers 19260, National Bureau of Economic Research, Inc.
- Yukun Liu & Aleh Tsyvinski & Xi Wu, 2022. "Common Risk Factors in Cryptocurrency," Journal of Finance, American Finance Association, vol. 77(2), pages 1133-1177, April.
- Walther, Thomas & Klein, Tony & Bouri, Elie, 2019.
"Exogenous drivers of Bitcoin and Cryptocurrency volatility – A mixed data sampling approach to forecasting,"
Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
- Walther, Thomas & Klein, Tony & Bouri, Elie, 2018. "Exogenous Drivers of Bitcoin and Cryptocurrency Volatility – A Mixed Data Sampling Approach to Forecasting," QBS Working Paper Series 2018/02, Queen's University Belfast, Queen's Business School.
- Demir, Ender & Gozgor, Giray & Lau, Chi Keung Marco & Vigne, Samuel A., 2018. "Does economic policy uncertainty predict the Bitcoin returns? An empirical investigation," Finance Research Letters, Elsevier, vol. 26(C), pages 145-149.
- Ben S. Bernanke & Kenneth N. Kuttner, 2005.
"What Explains the Stock Market's Reaction to Federal Reserve Policy?,"
Journal of Finance, American Finance Association, vol. 60(3), pages 1221-1257, June.
- Ben S. Bernanke & Kenneth N. Kuttner, 2003. "What explains the stock market's reaction to Federal Reserve policy?," Staff Reports 174, Federal Reserve Bank of New York.
- Ben S. Bernanke & Kenneth N. Kuttner, 2004. "What Explains the Stock Market's Reaction to Federal Reserve Policy?," NBER Working Papers 10402, National Bureau of Economic Research, Inc.
- Ben S. Bernanke & Kenneth N. Kuttner, 2004. "What explains the stock market's reaction to Federal Reserve policy?," Finance and Economics Discussion Series 2004-16, Board of Governors of the Federal Reserve System (U.S.).
- Alan Moreira & Tyler Muir, 2017. "Volatility-Managed Portfolios," Journal of Finance, American Finance Association, vol. 72(4), pages 1611-1644, August.
- Refet S. Gürkaynak & Brian Sack & Eric Swanson, 2005. "The Sensitivity of Long-Term Interest Rates to Economic News: Evidence and Implications for Macroeconomic Models," American Economic Review, American Economic Association, vol. 95(1), pages 425-436, March.
- Corbet, Shaen & Meegan, Andrew & Larkin, Charles & Lucey, Brian & Yarovaya, Larisa, 2018. "Exploring the dynamic relationships between cryptocurrencies and other financial assets," Economics Letters, Elsevier, vol. 165(C), pages 28-34.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Lyócsa, Štefan & Molnár, Peter & Plíhal, Tomáš & Širaňová, Mária, 2020. "Impact of macroeconomic news, regulation and hacking exchange markets on the volatility of bitcoin," Journal of Economic Dynamics and Control, Elsevier, vol. 119(C).
- Aurelio F. Bariviera & Ignasi Merediz‐Solà, 2021.
"Where Do We Stand In Cryptocurrencies Economic Research? A Survey Based On Hybrid Analysis,"
Journal of Economic Surveys, Wiley Blackwell, vol. 35(2), pages 377-407, April.
- Aurelio F. Bariviera & Ignasi Merediz-Sol`a, 2020. "Where do we stand in cryptocurrencies economic research? A survey based on hybrid analysis," Papers 2003.09723, arXiv.org.
- Yin, Libo & Nie, Jing & Han, Liyan, 2021. "Understanding cryptocurrency volatility: The role of oil market shocks," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 233-253.
- Clark, Ephraim & Lahiani, Amine & Mefteh-Wali, Salma, 2023.
"Cryptocurrency return predictability: What is the role of the environment?,"
Technological Forecasting and Social Change, Elsevier, vol. 189(C).
- Ephraim Clark & Amine Lahiani & Salma Mefteh-Wali, 2023. "Cryptocurrency return predictability: What is the role of the environment?," Post-Print hal-04353009, HAL.
- Zhang, Yue-Jun & Bouri, Elie & Gupta, Rangan & Ma, Shu-Jiao, 2021.
"Risk spillover between Bitcoin and conventional financial markets: An expectile-based approach,"
The North American Journal of Economics and Finance, Elsevier, vol. 55(C).
- Yue-Jun Zhang & Elie Bouri & Shu-Jiao Ma & Rangan Gupta, 2020. "Risk Spillover between Bitcoin and Conventional Financial Markets: An Expectile-Based Approach," Working Papers 202027, University of Pretoria, Department of Economics.
- Yang Zhou & Chi Xie & Gang-Jin Wang & Jue Gong & You Zhu, 2025. "Forecasting cryptocurrency volatility: a novel framework based on the evolving multiscale graph neural network," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-52, December.
- Cynthia Weiyi Cai & Rui Xue & Bi Zhou, 2023. "Cryptocurrency puzzles: a comprehensive review and re-introduction," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 46(1), pages 26-50, June.
- Ehrmann, Michael & Gnan, Phillipp & Rieder, Kilian, 2023.
"Central Bank Communication by ??? The Economics of Public Policy Leaks,"
CEPR Discussion Papers
18152, Centre for Economic Policy Research.
- Ehrmann, Michael & Gnan, Phillipp & Rieder, Kilian, 2023. "Central bank communication by ??? The economics of public policy leaks," Working Paper Series 2846, European Central Bank.
- Benchora, Inessa & Leroy, Aurélien & Raffestin, Louis, 2025.
"Is monetary policy transmission green?,"
Economic Modelling, Elsevier, vol. 144(C).
- Inessa BENCHORA & Aurélien LEROY & Louis RAFFESTIN, 2023. "Is Monetary Policy Transmission Green?," Bordeaux Economics Working Papers 2023-08, Bordeaux School of Economics (BSE).
- Inessa Benchora & Aurélien Leroy & Louis Raffestin, 2025. "Is monetary policy transmission green?," Post-Print hal-04954776, HAL.
- Nina Boyarchenko & Valentin Haddad & Matthew Plosser, 2016.
"The Federal Reserve and market confidence,"
Staff Reports
773, Federal Reserve Bank of New York.
- Nina Boyarchenko & Matthew Plosser & Valentin Haddad, 2018. "Federal Reserve and Market Confidence," 2018 Meeting Papers 781, Society for Economic Dynamics.
- Klein, Tony & Pham Thu, Hien & Walther, Thomas, 2018.
"Bitcoin is not the New Gold – A comparison of volatility, correlation, and portfolio performance,"
International Review of Financial Analysis, Elsevier, vol. 59(C), pages 105-116.
- Klein, Tony & Thu, Hien Pham & Walther, Thomas, 2018. "Bitcoin is not the New Gold - A Comparison of Volatility, Correlation, and Portfolio Performance," IRTG 1792 Discussion Papers 2018-015, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
- Klein, Tony & Hien, Pham Thu & Walther, Thomas, 2018. "Bitcoin Is Not the New Gold: A Comparison of Volatility, Correlation, and Portfolio Performance," QBS Working Paper Series 2018/01, Queen's University Belfast, Queen's Business School.
- Thomas Walther & Tony Klein & Hien Pham Thu, 2018. "Bitcoin is not the New Gold - A Comparison of Volatility, Correlation, and Portfolio Performance," Working Papers on Finance 1812, University of St. Gallen, School of Finance.
- Olivier Wang, 2025.
"Banks, Low Interest Rates, and Monetary Policy Transmission,"
Journal of Finance, American Finance Association, vol. 80(3), pages 1379-1416, June.
- Wang, Olivier, 2020. "Banks, low interest rates, and monetary policy transmission," Working Paper Series 2492, European Central Bank.
- Silky Vigg Kushwah & Shab Hundal & Payal Goel, 2024. "Unveiling Interconnectedness and Volatility Transmission: A Novel GARCH Analysis of Leading Global Cryptocurrencies," International Journal of Economics and Financial Issues, Econjournals, vol. 14(3), pages 132-139, May.
- Andrade, Philippe & Ferroni, Filippo, 2021.
"Delphic and odyssean monetary policy shocks: Evidence from the euro area,"
Journal of Monetary Economics, Elsevier, vol. 117(C), pages 816-832.
- Philippe Andrade & Filippo Ferroni, 2016. "Delphic and Odyssean monetary policy shocks: Evidence from the euro-area," School of Economics Discussion Papers 1216, School of Economics, University of Surrey.
- Philippe Andrade & Filippo Ferroni, 2019. "Delphic and Odyssean Monetary Policy Shocks: Evidence from the Euro Area," Working Papers 19-17, Federal Reserve Bank of Boston.
- Philippe Andrade & Filippo Ferroni, 2018. "Delphic and Odyssean Monetary Policy Shocks: Evidence from the Euro Area," Working Paper Series WP-2018-12, Federal Reserve Bank of Chicago.
- Filippo Ferroni, 2018. "Delphic and Odyssean monetary policy shocks: Evidence from the euro-area," 2018 Meeting Papers 60, Society for Economic Dynamics.
- Daeyun Kang & Doojin Ryu & Robert I. Webb, 2025. "Bitcoin as a financial asset: a survey," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 11(1), pages 1-28, December.
- Peng‐Fei Dai & John W. Goodell & Luu Duc Toan Huynh & Zhifeng Liu & Shaen Corbet, 2023. "Understanding the transmission of crash risk between cryptocurrency and equity markets," The Financial Review, Eastern Finance Association, vol. 58(3), pages 539-573, August.
- Sakariyahu, Rilwan & Lawal, Rodiat & Adigun, Rasheed & Paterson, Audrey & Johan, Sofia, 2024. "One crash, too many: Global uncertainty, sentiment factors and cryptocurrency market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 94(C).
- Zhou, Siwen, 2018. "Exploring the Driving Forces of the Bitcoin Exchange Rate Dynamics: An EGARCH Approach," MPRA Paper 89445, University Library of Munich, Germany.
- Aloui, Donia & Zouaoui, Riadh & Rachdi, Houssem & Guesmi, Khaled & Yarovaya, Larisa, 2024. "The impact of ECB’s Quantitative Easing on cryptocurrency markets during times of crisis," Research in International Business and Finance, Elsevier, vol. 69(C).
- Gardner, Ben & Scotti, Chiara & Vega, Clara, 2022.
"Words speak as loudly as actions: Central bank communication and the response of equity prices to macroeconomic announcements,"
Journal of Econometrics, Elsevier, vol. 231(2), pages 387-409.
- Benjamin Gardner & Chiara Scotti & Clara Vega, 2021. "Words Speak as Loudly as Actions: Central Bank Communication and the Response of Equity Prices to Macroeconomic Announcements," Finance and Economics Discussion Series 2021-074, Board of Governors of the Federal Reserve System (U.S.).
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-FDG-2026-04-06 (Financial Development and Growth)
- NEP-FMK-2026-04-06 (Financial Markets)
- NEP-FOR-2026-04-06 (Forecasting)
- NEP-INV-2026-04-06 (Investment)
- NEP-MON-2026-04-06 (Monetary Economics)
- NEP-PAY-2026-04-06 (Payment Systems and Financial Technology)
- NEP-RMG-2026-04-06 (Risk Management)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:arx:papers:2604.01431. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: arXiv administrators (email available below). General contact details of provider: http://arxiv.org/ .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.
Printed from https://ideas.repec.org/p/arx/papers/2604.01431.html