Investor Structure and Corn Futures Price Volatility in China: Evidence Based on the Agent-Based Model
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DOI: 10.1007/s10614-024-10613-5
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- Qingfu Liu & Qian Luo & Yiuman Tse & Yuchi Xie, 2020. "The market quality of commodity futures markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 40(11), pages 1751-1766, November.
- Ing-Haw Cheng & Wei Xiong, 2014.
"Financialization of Commodity Markets,"
Annual Review of Financial Economics, Annual Reviews, vol. 6(1), pages 419-441, December.
- Ing-Haw Cheng & Wei Xiong, 2013. "The Financialization of Commodity Markets," NBER Working Papers 19642, National Bureau of Economic Research, Inc.
- Che, Limei, 2018. "Investor types and stock return volatility," Journal of Empirical Finance, Elsevier, vol. 47(C), pages 139-161.
- Ashutosh Vashishtha, 2020. "Cobweb price dynamics under the presence of agricultural futures market: theoretical analysis," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 67(2), pages 131-162, June.
- Jason Fink, 2003. "An examination of the effectiveness of static hedging in the presence of stochastic volatility," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 23(9), pages 859-890, September.
- Jingzhi Chen & Charlie X. Cai & Robert Faff & Yongcheol Shin, 2022. "Nonlinear limits to arbitrage," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 42(6), pages 1084-1113, June.
- Balcilar, Mehmet & Bonato, Matteo & Demirer, Riza & Gupta, Rangan, 2017. "The effect of investor sentiment on gold market return dynamics: Evidence from a nonparametric causality-in-quantiles approach," Resources Policy, Elsevier, vol. 51(C), pages 77-84.
- Yunxian Yan & Michael Reed, 2014. "Price Discovery in the Chinese Corn Futures Market, With Comparisons to Soybean Futures," Agribusiness, John Wiley & Sons, Ltd., vol. 30(4), pages 398-409, September.
- Tong Zhang & B. Brorsen, 2009. "Particle Swarm Optimization Algorithm for Agent-Based Artificial Markets," Computational Economics, Springer;Society for Computational Economics, vol. 34(4), pages 399-417, November.
- Boswijk, H. Peter & Hommes, Cars H. & Manzan, Sebastiano, 2007.
"Behavioral heterogeneity in stock prices,"
Journal of Economic Dynamics and Control, Elsevier, vol. 31(6), pages 1938-1970, June.
- Peter Boswijk & Cars H. Hommes & Sebastiano Manzan, 2005. "Behavioral Heterogeneity in Stock Prices," Tinbergen Institute Discussion Papers 05-052/1, Tinbergen Institute.
- Boswijk, H.P. & Hommes C.H. & Manzan, S., 2005. "Behavioral Heterogeneity in Stock Prices," CeNDEF Working Papers 05-12, Universiteit van Amsterdam, Center for Nonlinear Dynamics in Economics and Finance.
- Sungjun Cho & Chanaka N. Ganepola & Ian Garrett, 2019. "An analysis of illiquidity in commodity markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 39(8), pages 962-984, August.
- Pan, Zhiyuan & Wang, Yudong & Wu, Chongfeng & Yin, Libo, 2017. "Oil price volatility and macroeconomic fundamentals: A regime switching GARCH-MIDAS model," Journal of Empirical Finance, Elsevier, vol. 43(C), pages 130-142.
- Chuang, Wen-I & Lee, Bong-Soo, 2006. "An empirical evaluation of the overconfidence hypothesis," Journal of Banking & Finance, Elsevier, vol. 30(9), pages 2489-2515, September.
- Cong Chen & Changsheng Hu & Hongxing Yao, 2022. "Noise Trader Risk and Wealth Effect: A Theoretical Framework," Mathematics, MDPI, vol. 10(20), pages 1-18, October.
- Haase, Marco & Huss, Matthias, 2018. "Guilty speculators? Range-based conditional volatility in a cross-section of wheat futures," Journal of Commodity Markets, Elsevier, vol. 10(C), pages 29-46.
- Cifarelli, Giulio, 2013. "Smooth transition regime shifts and oil price dynamics," Energy Economics, Elsevier, vol. 38(C), pages 160-167.
- Donald Lien & Kit Pong Wong, 2002. "Delivery risk and the hedging role of options," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 22(4), pages 339-354, April.
- Blake LeBaron, 2021. "Microconsistency in Simple Empirical Agent-Based Financial Models," Computational Economics, Springer;Society for Computational Economics, vol. 58(1), pages 83-101, June.
- Giorgio Fagiolo & Andrea Roventini, 2017.
"Macroeconomic Policy in DSGE and Agent-Based Models Redux: New Developments and Challenges Ahead,"
Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 20(1), pages 1-1.
- G. Fagiolo & A. Roventini, 2016. "Macroeconomic policy in DGSE and agent based models redux : new developments and challenges ahead," Documents de Travail de l'OFCE 2016-11, Observatoire Francais des Conjonctures Economiques (OFCE).
- Giorgio Fagiolo & Andrea Roventini, 2016. "Macroeconomic Policy in DSGE and Agent-Based Models Redux: New Developments and Challenges Ahead," LEM Papers Series 2016/17, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Michael K. Adjemian & Aaron Smith, 2012. "Using USDA Forecasts to Estimate the Price Flexibility of Demand for Agricultural Commodities," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 94(4), pages 978-995.
- Camille Aït-Youcef, 2019. "How index investment impacts commodities : A story about the financialization of agricultural commodities," Post-Print hal-03484371, HAL.
- Yang, Cai & Gong, Xu & Zhang, Hongwei, 2019. "Volatility forecasting of crude oil futures: The role of investor sentiment and leverage effect," Resources Policy, Elsevier, vol. 61(C), pages 548-563.
- Sharma, Aarzoo, 2022. "A comparative analysis of the financialization of commodities during COVID-19 and the global financial crisis using a quantile regression approach," Resources Policy, Elsevier, vol. 78(C).
- Cong, Rong-Gang & Hedlund, Katarina & Andersson, Hans & Brady, Mark, 2014. "Managing soil natural capital: An effective strategy for mitigating future agricultural risks," MPRA Paper 112155, University Library of Munich, Germany.
- Yang, Chunpeng & Zhou, Liyun, 2015. "Investor trading behavior, investor sentiment and asset prices," The North American Journal of Economics and Finance, Elsevier, vol. 34(C), pages 42-62.
- Aït-Youcef, Camille, 2019. "How index investment impacts commodities: A story about the financialization of agricultural commodities," Economic Modelling, Elsevier, vol. 80(C), pages 23-33.
- Kim, Karam & Ryu, Doojin, 2021. "Term structure of sentiment effect on investor trading behavior," Finance Research Letters, Elsevier, vol. 43(C).
- Jana Hranaiova & William G. Tomek, 2002. "Role of delivery options in basis convergence," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 22(8), pages 783-809, August.
- Robert J. Bloomfield & William B. Tayler & Flora (Hailan) Zhou, 2009. "Momentum, Reversal, and Uninformed Traders in Laboratory Markets," Journal of Finance, American Finance Association, vol. 64(6), pages 2535-2558, December.
- Chen, Yu-Lun & Chang, Ya-Kai, 2015. "Investor structure and the informational efficiency of commodity futures prices," International Review of Financial Analysis, Elsevier, vol. 42(C), pages 358-367.
- Hung, Jui-Cheng & Liu, Hung-Chun & Yang, J. Jimmy, 2021. "Trading activity and price discovery in Bitcoin futures markets," Journal of Empirical Finance, Elsevier, vol. 62(C), pages 107-120.
- McMillan, David G. & Philip, Dennis, 2012. "Short-sale constraints and efficiency of the spot–futures dynamics," International Review of Financial Analysis, Elsevier, vol. 24(C), pages 129-136.
- Hikaru Hanawa Peterson & William G. Tomek, 2005.
"How much of commodity price behavior can a rational expectations storage model explain?,"
Agricultural Economics, International Association of Agricultural Economists, vol. 33(3), pages 289-303, November.
- Peterson, Hikaru Hanawa & Tomek, William G., 2003. "How Much Of Commodity Price Behavior Can A Rational Expectations Storage Model Explain?," Staff Papers 30712, Kansas State University, Department of Agricultural Economics.
- Andy C.W. Chui & Sheridan Titman & K.C. John Wei, 2010. "Individualism and Momentum around the World," Journal of Finance, American Finance Association, vol. 65(1), pages 361-392, February.
- Ouyang, Ruolan & Zhang, Xuan, 2020. "Financialization of agricultural commodities: Evidence from China," Economic Modelling, Elsevier, vol. 85(C), pages 381-389.
- Anthony Louis D'Agostino & Wolfram Schlenker, 2016. "Recent weather fluctuations and agricultural yields: implications for climate change," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 159-171, November.
- Suleyman Basak & Anna Pavlova, 2016.
"A Model of Financialization of Commodities,"
Journal of Finance, American Finance Association, vol. 71(4), pages 1511-1556, August.
- Basak, Suleyman & Pavlova, Anna, 2015. "A Model of Financialization of Commodities," CEPR Discussion Papers 10651, C.E.P.R. Discussion Papers.
- Ryu, Doojin & Yang, Heejin, 2019. "Who has volatility information in the index options market?," Finance Research Letters, Elsevier, vol. 30(C), pages 266-270.
- Wen‐Hsiu Kuo & San‐Lin Chung & Chiao‐Yi Chang, 2015. "The Impacts of Individual and Institutional Trading on Futures Returns and Volatility: Evidence from Emerging Index Futures Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 35(3), pages 222-244, March.
- Bosch, David & Pradkhan, Elina, 2015. "The impact of speculation on precious metals futures markets," Resources Policy, Elsevier, vol. 44(C), pages 118-134.
- Acharya, Viral V. & Lochstoer, Lars A. & Ramadorai, Tarun, 2013.
"Limits to arbitrage and hedging: Evidence from commodity markets,"
Journal of Financial Economics, Elsevier, vol. 109(2), pages 441-465.
- Acharya, Viral & Lochstoer, Lars, 2009. "Limits to Arbitrage and Hedging: Evidence from Commodity Markets," CEPR Discussion Papers 7327, C.E.P.R. Discussion Papers.
- Viral V. Acharya & Lars A. Lochstoer & Tarun Ramadorai, 2011. "Limits to Arbitrage and Hedging: Evidence from Commodity Markets," NBER Working Papers 16875, National Bureau of Economic Research, Inc.
- Spiegel, Matthew & Subrahmanyam, Avanidhar, 1992. "Informed Speculation and Hedging in a Noncompetitive Securities Market," The Review of Financial Studies, Society for Financial Studies, vol. 5(2), pages 307-329.
- Chang, Ya-Kai & Chen, Yu-Lun & Chou, Robin K. & Gau, Yin-Feng, 2013. "The effectiveness of position limits: Evidence from the foreign exchange futures markets," Journal of Banking & Finance, Elsevier, vol. 37(11), pages 4501-4509.
- Mo, Di & Gupta, Rakesh & Li, Bin & Singh, Tarlok, 2018. "The macroeconomic determinants of commodity futures volatility: Evidence from Chinese and Indian markets," Economic Modelling, Elsevier, vol. 70(C), pages 543-560.
- Alex Frino & Andrew Lepone & Vito Mollica & Shunquan Zhang, 2016. "Are Hedgers Informed? An Examination of the Price Impact of Large Trades in Illiquid Agricultural Futures Markets," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 36(6), pages 612-622, June.
- April Knill & Kristina Minnick & Ali Nejadmalayeri, 2006. "Selective Hedging, Information Asymmetry, and Futures Prices," The Journal of Business, University of Chicago Press, vol. 79(3), pages 1475-1502, May.
- Bianchi, Robert J. & Fan, John Hua & Todorova, Neda, 2020. "Financialization and de-financialization of commodity futures: A quantile regression approach," International Review of Financial Analysis, Elsevier, vol. 68(C).
- Lin, Emily & Lee, Cheng-Few & Wang, Kehluh, 2013. "Futures mispricing, order imbalance, and short-selling constraints," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 408-423.
- Gu, Ming & Kang, Wenjin & Xu, Bu, 2018. "Limits of arbitrage and idiosyncratic volatility: Evidence from China stock market," Journal of Banking & Finance, Elsevier, vol. 86(C), pages 240-258.
- Bredin, Don & Potì, Valerio & Salvador, Enrique, 2023. "Revisiting the Silver Crisis," Journal of Commodity Markets, Elsevier, vol. 30(C).
- Gong, Qingbin & Diao, Xundi, 2023. "The impacts of investor network and herd behavior on market stability: Social learning, network structure, and heterogeneity," European Journal of Operational Research, Elsevier, vol. 306(3), pages 1388-1398.
- Holbrook Working, 1953. "Price Supports and the Effectiveness of Hedging," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 35(5), pages 811-818.
- Nademi, Arash & Nademi, Younes, 2018. "Forecasting crude oil prices by a semiparametric Markov switching model: OPEC, WTI, and Brent cases," Energy Economics, Elsevier, vol. 74(C), pages 757-766.
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Keywords
Price volatility; Heterogeneous investor; Investor behavior; AR-Net model; Agent-based model; Scenario simulation;All these keywords.
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