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Assessing and combining financial conditions indexes

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We evaluate the short horizon predictive ability of financial conditions indexes for stock returns and macroeconomic variables. We find reliable predictability only when the sample includes the 2008 financial crisis, and we argue that this result is driven by tailoring the indexes to the crisis and by non-synchronous trading. Financial conditions indexes are based on a variety of constituent variables and aggregation methods, and we discuss a simple procedure for consolidating the growing number of different indexes into a single proxy for financial conditions.

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  • Sirio Aramonte & Samuel Rosen & John W. Schindler, 2013. "Assessing and combining financial conditions indexes," Finance and Economics Discussion Series 2013-39, Board of Governors of the Federal Reserve System (U.S.).
    • Handle: RePEc:fip:fedgfe:2013-39
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    1. Tim Bollerslev & George Tauchen & Hao Zhou, 2009. "Expected Stock Returns and Variance Risk Premia," The Review of Financial Studies, Society for Financial Studies, vol. 22(11), pages 4463-4492, November.
    2. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    3. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    4. Hubrich, Kirstin & Tetlow, Robert J., 2015. "Financial stress and economic dynamics: The transmission of crises," Journal of Monetary Economics, Elsevier, vol. 70(C), pages 100-115.
    5. Asim Ijaz Khwaja & Atif Mian, 2008. "Tracing the Impact of Bank Liquidity Shocks: Evidence from an Emerging Market," American Economic Review, American Economic Association, vol. 98(4), pages 1413-1442, September.
    6. Bernanke, Ben S, 1983. "Nonmonetary Effects of the Financial Crisis in Propagation of the Great Depression," American Economic Review, American Economic Association, vol. 73(3), pages 257-276, June.
    7. Bernanke, Ben S & Blinder, Alan S, 1992. "The Federal Funds Rate and the Channels of Monetary Transmission," American Economic Review, American Economic Association, vol. 82(4), pages 901-921, September.
    8. Kashyap, Anil K & Stein, Jeremy C & Wilcox, David W, 1993. "Monetary Policy and Credit Conditions: Evidence from the Composition of External Finance," American Economic Review, American Economic Association, vol. 83(1), pages 78-98, March.
    9. Kevin L. Kliesen & Michael T. Owyang & E. Katarina Vermann, 2012. "Disentangling diverse measures: a survey of financial stress indexes," Review, Federal Reserve Bank of St. Louis, issue Sep, pages 369-398.
    10. Mark Carlson & Kurt Lewis & William Nelson, 2014. "Using Policy Intervention To Identify Financial Stress," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 19(1), pages 59-72, January.
    11. Matheson, Troy D., 2012. "Financial conditions indexes for the United States and euro area," Economics Letters, Elsevier, vol. 115(3), pages 441-446.
    12. Borio, Claudio, 2014. "The financial cycle and macroeconomics: What have we learnt?," Journal of Banking & Finance, Elsevier, vol. 45(C), pages 182-198.
    13. Scott Brave & R. Andrew Butters, 2010. "Gathering insights on the forest from the trees: a new metric for financial conditions," Working Paper Series WP-2010-07, Federal Reserve Bank of Chicago.
    14. Jan Hatzius & Peter Hooper & Frederic S. Mishkin & Kermit L. Schoenholtz & Mark W. Watson, 2010. "Financial Conditions Indexes: A Fresh Look after the Financial Crisis," NBER Working Papers 16150, National Bureau of Economic Research, Inc.
    15. G. Elliott & C. Granger & A. Timmermann (ed.), 2006. "Handbook of Economic Forecasting," Handbook of Economic Forecasting, Elsevier, edition 1, volume 1, number 1.
    16. Jeremy C. Stein & Anil K. Kashyap, 2000. "What Do a Million Observations on Banks Say about the Transmission of Monetary Policy?," American Economic Review, American Economic Association, vol. 90(3), pages 407-428, June.
    17. Chava, Sudheer & Purnanandam, Amiyatosh, 2011. "The effect of banking crisis on bank-dependent borrowers," Journal of Financial Economics, Elsevier, vol. 99(1), pages 116-135, January.
    18. Kevin L. Kliesen & Douglas C. Smith, 2010. "Measuring financial market stress," Economic Synopses, Federal Reserve Bank of St. Louis.
    19. William English & Kostas Tsatsaronis & Edda Zoli, 2005. "Assessing the predictive power of measures of financial conditions for macroeconomic variables," BIS Papers chapters, in: Bank for International Settlements (ed.), Investigating the relationship between the financial and real economy, volume 22, pages 228-52, Bank for International Settlements.
    20. Charles W. Calomiris & Joseph R. Mason, 2003. "Consequences of Bank Distress During the Great Depression," American Economic Review, American Economic Association, vol. 93(3), pages 937-947, June.
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    2. Wagner Piazza Gaglianone & Waldyr Dutra Areosa, 2016. "Financial Conditions Indicators for Brazil," Working Papers Series 435, Central Bank of Brazil, Research Department.
    3. Leonardo Nogueira Ferreira, 2023. "Monetary Policy Surprises, Financial Conditions, and the String Theory Revisited," Working Papers Series 573, Central Bank of Brazil, Research Department.
    4. Adamantios Ntakaris & Martin Magris & Juho Kanniainen & Moncef Gabbouj & Alexandros Iosifidis, 2017. "Benchmark Dataset for Mid-Price Forecasting of Limit Order Book Data with Machine Learning Methods," Papers 1705.03233, arXiv.org, revised Mar 2020.
    5. David Aikman & Andreas Lehnert & Nellie Liang & Michele Modungno, 2020. "Credit, Financial Conditions, and Monetary Policy Transmission," International Journal of Central Banking, International Journal of Central Banking, vol. 16(3), pages 141-179, June.
    6. Suah, Jing Lian, 2020. "Veiled Expectations: The Heterogeneous Impact of Exchange Rate Shocks at the Sectoral-Level," MPRA Paper 109086, University Library of Munich, Germany.
    7. Kwark, Noh-Sun & Lee, Changhyun, 2021. "Asymmetric effects of financial conditions on GDP growth in Korea: A quantile regression analysis," Economic Modelling, Elsevier, vol. 94(C), pages 351-369.
    8. Sun, Lixin & Huang, Yuqin, 2016. "Measuring the instability of China's financial system: Indices construction and an early warning system," Economics - The Open-Access, Open-Assessment E-Journal (2007-2020), Kiel Institute for the World Economy (IfW Kiel), vol. 10, pages 1-41.
    9. Wang, Bo & Li, Haoran, 2021. "Downside risk, financial conditions and systemic risk in China," Pacific-Basin Finance Journal, Elsevier, vol. 68(C).
    10. Nicoletta Batini & Alessandro Cantelmo & Giovanni Melina & Stefania Villa, 2021. "How loose, how tight? A measure of monetary and fiscal stance for the euro area," Oxford Economic Papers, Oxford University Press, vol. 73(4), pages 1536-1556.
    11. Gregory, Richard Paul, 2021. "What determines Manager and Investor Sentiment?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 30(C).
    12. Kennedy, Mike & Palerm, Angel, 2014. "Emerging market bond spreads: The role of global and domestic factors from 2002 to 2011," Journal of International Money and Finance, Elsevier, vol. 43(C), pages 70-87.
    13. Duo Qin & Sophie van Huellen & Qing Chao Wang & Thanos Moraitis, 2022. "Algorithmic Modelling of Financial Conditions for Macro Predictive Purposes: Pilot Application to USA Data," Econometrics, MDPI, vol. 10(2), pages 1-22, April.
    14. George A. Waters, 2013. "Quantity versus Price Rationing of Credit: An Empirical Test," IJFS, MDPI, vol. 1(3), pages 1-9, July.
    15. Duo Qin & Qingchao Wang, 2016. "Predictive Macro-Impacts of PLS-based Financial Conditions Indices: An Application to the USA," Working Papers 201, Department of Economics, SOAS University of London, UK.

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