Financial Market Risk Forecasting

Juntao Qiao

doi:10.47297/wspceWSP2516-251908.20250906

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Volume 9, Issue 6

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Financial Market Risk Forecasting
Financial Market Risk Forecasting
Tianjin University of Finance and Economics, Tianjin, 300221, China
Vol. 9, Issue 6, Pages: 43-48(2025)
Published：30 December 2025
DOI：10.47297/wspceWSP2516-251908.20250906
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Qiao Juntao.Financial Market Risk Forecasting[J].Creative Economy,2025,09(06):43-48.
DOI：

Qiao Juntao.Financial Market Risk Forecasting[J].Creative Economy,2025,09(06):43-48. DOI： 10.47297/wspceWSP2516-251908.20250906.

摘要

Abstract

Against the backdrop of financial market globalisation

systemic risks have intensified

necessitating scientific forecasting and prevention.My purpose of writing this essay is systematically reviewing risk prediction research to provide guidance for both practice and academic inquiry.I will use the review method examines traditional and modern forecasting approaches to analyse the model construction process.I outline the methodological evolution

key model components

and application outcomes

while identifying current challenges. Based on this paper

I get the conclusion that we need to enhance risk forecasting capabilities

refine risk management systems and advance research and practice within the field.

关键词

Keywords

references

Adrian T , Brunnermeier M K . CoVaR [J ] . Social Science Electronic Publishing , 2008 .

Basel Committee on Banking Supervision (BCBS) . Basel III: A global regulatory framework for more resilient banks and banking systems [R ] . Basel : BCBS , 2010 .

Yang ZH . Research on the Measurement and Early Warning of Financial Systemic Risk in China - A Perspective Based on Literature Review [J ] . Financial Research , 2022 ( 05 ): 1 - 23 .

Industrial and Commercial Bank of China . Dynamic VaR Model Development and Application Report [R ] . 2024 .

Merchants Bank . Deep Learning in Practice for Equity Price Risk Prediction [R ] . 2024 .

Hamilton J . D . ( 1989 ). A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica , 57 ( 2 ), 357 - 384 .

Altman E . I . ( 1968 ). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance , 23 ( 4 ), 589 - 609 .

Bernanke B. S. , & Kuttner K . N . ( 2005 ). What explains the stock market's reaction to Federal Reserve policy?. The Journal of Finance , 60 ( 3 ), 1221 - 1257 .

Brunnermeier M . K . ( 2009 ). Deciphering the liquidity and credit crunch 2007-2008. Journal of Economic Perspectives , 23 ( 1 ), 77 - 100 .

Shiller R . J . ( 2000 ). Irrational exuberance. Princeton University Press .

Baker M. , & Wurgler J . ( 2007 ). Investor sentiment in the stock market . Journal of Economic Perspectives , 21 ( 2 ), 129 - 151 .

Brunnermeier M. K. , & Pedersen L . H . ( 2009 ). Market liquidity and funding liquidity. The Review of Financial Studies , 22 ( 6 ), 2201 - 2238 .

Altman E . I . ( 1968 ). Financial ratios, discriminant analysis and the prediction of corporate bankruptcy. The Journal of Finance , 23 ( 4 ), 589 - 609 .

Merton R . C . ( 1974 ). On the pricing of corporate debt: The risk structure of interest rates. The Journal of Finance , 29 ( 2 ), 449 - 470 .

Romer C. D. , & Romer D . H . ( 2004 ). A new measure of monetary shocks: Derivation and implications. American Economic Review , 94 ( 4 ), 1055 - 1084 .

Caldara D. , & Iacoviello M . ( 2022 ). Measuring geopolitical risk . American Economic Review , 112 ( 4 ), 1194 - 1225 .

Taleb N . N . ( 2007 ). The black swan: The impact of the highly improbable. Random House .

Kose M. A. , Prasad E. S. , & Terrones M . E . ( 2003 ). How does globalization affect the synchronization of business cycles?. American Economic Review , 93 ( 2 ), 57 - 62 .

NGFS ( 2019 ). A call for action: Climate change as a source of financial risk . Network for Greening the Financial System .

Markowitz H . M . ( 1952 ). Portfolio selection. The Journal of Finance , 7 ( 1 ), 77 - 91 .

Acerbi C. , & Tasche D . ( 2002 ). On the coherence of Expected Shortfall . Journal of Banking & Finance , 26 ( 7 ), 1487 - 1503 .

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