IDEAS home Printed from https://ideas.repec.org/a/eee/finlet/v46y2022ipbs1544612321004608.html
   My bibliography  Save this article

Multi-asset pricing modeling using holding-based networks in energy markets

Author

Listed:
  • Wang, Wentao
  • Zhao, Shangmei
  • Zhang, Junhuan

Abstract

This paper studies the multi-asset pricing problem in the stock market with holding-based networks. We derive a linear noisy rational expectation equilibrium (LNREE) in the network, construct holding-based networks and test the LNREE’s efficiency in generating predictive output validation. The results show that the LNREE fits the observed prices and returns of stocks quite well, especially for U.S. energy stocks. By changing the average risk aversion, the predictive performance of the model can be optimized. It provides a novel perspective for the empirical study on multi-asset pricing modeling.

Suggested Citation

  • Wang, Wentao & Zhao, Shangmei & Zhang, Junhuan, 2022. "Multi-asset pricing modeling using holding-based networks in energy markets," Finance Research Letters, Elsevier, vol. 46(PB).
    • Handle: RePEc:eee:finlet:v:46:y:2022:i:pb:s1544612321004608
    DOI: 10.1016/j.frl.2021.102483
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1544612321004608
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.frl.2021.102483?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Kewei Hou, 2007. "Industry Information Diffusion and the Lead-lag Effect in Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 20(4), pages 1113-1138.
    2. Ana Babus & Péter Kondor, 2018. "Trading and Information Diffusion in Over‐the‐Counter Markets," Econometrica, Econometric Society, vol. 86(5), pages 1727-1769, September.
    3. Maggio, Marco Di & Franzoni, Francesco & Kermani, Amir & Sommavilla, Carlo, 2019. "The relevance of broker networks for information diffusion in the stock market," Journal of Financial Economics, Elsevier, vol. 134(2), pages 419-446.
    4. Li, Shouwei & Liu, Yifu & Wu, Chaoqun, 2020. "Systemic risk in bank-firm multiplex networks," Finance Research Letters, Elsevier, vol. 33(C).
    5. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2001. "Social Interaction and Stock-Market Participation," NBER Working Papers 8358, National Bureau of Economic Research, Inc.
    6. Ozsoylev, Han N. & Walden, Johan, 2011. "Asset pricing in large information networks," Journal of Economic Theory, Elsevier, vol. 146(6), pages 2252-2280.
    7. Hellwig, Martin F., 1980. "On the aggregation of information in competitive markets," Journal of Economic Theory, Elsevier, vol. 22(3), pages 477-498, June.
    8. Johan Walden, 2019. "Trading, Profits, and Volatility in a Dynamic Information Network Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(5), pages 2248-2283.
    9. Rossi, Alberto G. & Blake, David & Timmermann, Allan & Tonks, Ian & Wermers, Russ, 2018. "Network centrality and delegated investment performance," Journal of Financial Economics, Elsevier, vol. 128(1), pages 183-206.
    10. Chen, Xi & Shangguan, Wuyue & Liu, Yanchu & Wang, Shichao, 2021. "Can network structure predict cross-sectional stock returns? Evidence from co-attention networks in China," Finance Research Letters, Elsevier, vol. 38(C).
    11. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    12. Wang, Wentao & Zhang, Junhuan & Zhao, Shangmei & Zhang, Yanglin, 2019. "Simulation of asset pricing in information networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 513(C), pages 620-634.
    13. Cujean, Julien, 2020. "Idea sharing and the performance of mutual funds," Journal of Financial Economics, Elsevier, vol. 135(1), pages 88-119.
    14. Admati, Anat R, 1985. "A Noisy Rational Expectations Equilibrium for Multi-asset Securities Markets," Econometrica, Econometric Society, vol. 53(3), pages 629-657, May.
    15. Ahern, Kenneth R., 2017. "Information networks: Evidence from illegal insider trading tips," Journal of Financial Economics, Elsevier, vol. 125(1), pages 26-47.
    16. Junhuan Zhang & Peter McBurney & Katarzyna Musial, 2018. "Convergence of trading strategies in continuous double auction markets with boundedly-rational networked traders," Review of Quantitative Finance and Accounting, Springer, vol. 50(1), pages 301-352, January.
    Full references (including those not matched with items on IDEAS)

    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.
    1. Wang, Wentao & Zhang, Junhuan & Zhao, Shangmei & Zhang, Yanglin, 2019. "Simulation of asset pricing in information networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 513(C), pages 620-634.
    2. Tinic, Murat & Sensoy, Ahmet & Demir, Muge & Nguyen, Duc Khuong, 2020. "Broker Network Connectivity and the Cross-Section of Expected Stock Returns," MPRA Paper 104719, University Library of Munich, Germany.
    3. Pedersen, Lasse Heje, 2022. "Game on: Social networks and markets," Journal of Financial Economics, Elsevier, vol. 146(3), pages 1097-1119.
    4. Lou, Youcheng & Parsa, Sahar & Ray, Debraj & Li, Duan & Wang, Shouyang, 2019. "Information aggregation in a financial market with general signal structure," Journal of Economic Theory, Elsevier, vol. 183(C), pages 594-624.
    5. Baltakienė, Margarita & Kanniainen, Juho & Baltakys, Kęstutis, 2021. "Identification of information networks in stock markets," Journal of Economic Dynamics and Control, Elsevier, vol. 131(C).
    6. Tsang, Kwok Ping & Yang, Zichao, 2022. "Do connections pay off in the bitcoin market?," Journal of Empirical Finance, Elsevier, vol. 67(C), pages 1-18.
    7. Luo, Ronghua & Zhao, Senyang & Zhou, Jing, 2023. "Information network, public disclosure and asset prices," Pacific-Basin Finance Journal, Elsevier, vol. 77(C).
    8. Ding, Jing & Fang, Libing & Chen, Shi, 2020. "Mitigating free riding in social networks: The impact of underestimating others’ ability in financial market," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 582-599.
    9. Sun, Rui & Guo, Junfei & Yu, Wensong, 2023. "Sponsor, institutional investor, and quotation behavior: Theory and evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 411-428.
    10. Lou, Youcheng & Wang, Shouyang, 2021. "The equivalence of two rational expectations equilibrium economies with different approaches to processing neighbors’ information," Mathematical Social Sciences, Elsevier, vol. 109(C), pages 93-105.
    11. Lou, Youcheng & Yang, Yaqing, 2023. "Information linkages in a financial market with imperfect competition," Journal of Economic Dynamics and Control, Elsevier, vol. 150(C).
    12. Li, Frank Weikai & Sun, Chengzhu, 2022. "Information acquisition and expected returns: Evidence from EDGAR search traffic," Journal of Economic Dynamics and Control, Elsevier, vol. 141(C).
    13. Chen, Shenglan & Ma, Hui & Wu, Qiang & Zhang, Hao, 2023. "Does common ownership constrain managerial rent extraction? Evidence from insider trading profitability," Journal of Corporate Finance, Elsevier, vol. 80(C).
    14. Xu, Weijun & Pan, Shiliang & Ji, Yucheng & Zhao, Qi, 2023. "Public disclosure with information sharing in financial market," Finance Research Letters, Elsevier, vol. 53(C).
    15. Huan Liu & Weiqi Liu & Yi Li, 2022. "Private Information Dissemination and Noise Trading: Implications for Price Efficiency and Market Liquidity," Sustainability, MDPI, vol. 14(18), pages 1-19, September.
    16. Bing Han & Liyan Yang, 2013. "Social Networks, Information Acquisition, and Asset Prices," Management Science, INFORMS, vol. 59(6), pages 1444-1457, June.
    17. De Silva, Dakshina G. & Gertsberg, Marina & Kosmopoulou, Georgia & Pownall, Rachel A.J., 2022. "Evolution of a dealer trading network and its effects on art auction prices," European Economic Review, Elsevier, vol. 144(C).
    18. Bryan Kelly & Alexander Ljungqvist, 2012. "Testing Asymmetric-Information Asset Pricing Models," Review of Financial Studies, Society for Financial Studies, vol. 25(5), pages 1366-1413.
    19. Lou, Youcheng & Wang, Shouyang, 2020. "A new approach to the existence and regularity of linear equilibrium in a noisy rational expectations economy," Journal of Mathematical Economics, Elsevier, vol. 90(C), pages 119-126.
    20. Silvia Miranda-Agrippino & Giovanni Ricco, 2021. "The Transmission of Monetary Policy Shocks," American Economic Journal: Macroeconomics, American Economic Association, vol. 13(3), pages 74-107, July.

    Corrections

    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:eee:finlet:v:46:y:2022:i:pb:s1544612321004608. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/frl .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.