Modelling the impact of aggregate financial shocks external to the Chinese economy
Ways of extracting financial condition indices (FCI) are explored and alternative FCIs external to the Chinese economy are constructed to model their predictive content. The exploration aims at highlighting the rich and varied dynamic features of financial variables underlying FCIs and the importance of synchronising dynamic information between FCIs and the real-sector variables to be forecasted. The modelling experiment aims at improving the forecasting model upon which the FCIs are assessed. Four variables are chosen as the likely macro channel of the FCIs affecting the Chinese economy. It is found that the FCI-led models enjoy forecasting advantages over a benchmark model in three out of the four variables, although the benchmark model is not dominated by the FCI-led models when judged by in-sample encompassing tests. The evidence indicates the increasing exposure of the Chinese economy to the global financial conditions.
|Date of creation:||18 Oct 2012|
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- Yung Chul Park & Kwanho Shin, 2009. "Economic Integration and Changes in the Business Cycle in East Asia: Is the Region Decoupling from the Rest of the World?-super-," Asian Economic Papers, MIT Press, vol. 8(1), pages 107-140, January.
- Fidrmuc, Jarko & Korhonen, Iikka, 2010.
"The impact of the global financial crisis on business cycles in Asian emerging economies,"
Journal of Asian Economics,
Elsevier, vol. 21(3), pages 293-303, June.
- Korhonen, Iikka & Fidrmuc , Jarko, 2009. "The impact of the global financial crisis on business cycles in Asian emerging economies," BOFIT Discussion Papers 11/2009, Bank of Finland, Institute for Economies in Transition.
- Jarko Fidrmuc & Iikka Korhonen, 2009. "The Impact of the Global Financial Crisis on Business Cycles in Asian Emerging Economies," CESifo Working Paper Series 2710, CESifo Group Munich.
- Alexei Onatski, 2009. "Testing Hypotheses About the Number of Factors in Large Factor Models," Econometrica, Econometric Society, vol. 77(5), pages 1447-1479, 09.
- Pierre Giot & Mikael Petitjean, 2009.
"Short-term market timing using the bond-equity yield ratio,"
The European Journal of Finance,
Taylor & Francis Journals, vol. 15(4), pages 365-384.
- GIOT, Pierre & PETITJEAN, Mikael, 2006. "Short-term market timing using the Bond-Equity Yield Ratio," CORE Discussion Papers 2006090, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
- Holló, Dániel & Kremer, Manfred & Lo Duca, Marco, 2012. "CISS - a composite indicator of systemic stress in the financial system," Working Paper Series 1426, European Central Bank.
- Qin, Duo & Cagas, Marie Anne & Ducanes, Geoffrey & Magtibay-Ramos, Nedelyn & Quising, Pilipinas F., 2007. "Measuring Regional Market Integration in Developing Asia: a Dynamic Factor Error Correction Model (DF-ECM) Approach," Working Papers on Regional Economic Integration 8, Asian Development Bank.
- Qin, Duo, 1994. "Money demand in China: The effect of economic reform," Journal of Asian Economics, Elsevier, vol. 5(2), pages 253-271.
- Yuan, Chaoqing & Liu, Sifeng & Xie, Naiming, 2010. "The impact on chinese economic growth and energy consumption of the Global Financial Crisis: An input–output analysis," Energy, Elsevier, vol. 35(4), pages 1805-1812.
- Michael P. Clements & David F. Hendry, 2002. "Modelling methodology and forecast failure," Econometrics Journal, Royal Economic Society, vol. 5(2), pages 319-344, 06.
- Stéphanie Guichard & David Haugh & David Turner, 2009. "Quantifying the Effect of Financial Conditions in the Euro Area, Japan, United Kingdom and United States," OECD Economics Department Working Papers 677, OECD Publishing.
- Qin, Duo & He, Xinhua, 2012. "Modelling the impact of aggregate financial shocks external to the Chinese economy," BOFIT Discussion Papers 25/2012, Bank of Finland, Institute for Economies in Transition.
- Carolina Osorio & D. Filiz Unsal & Runchana Pongsaparn, 2011. "A Quantitative Assessment of Financial Conditions in Asia," IMF Working Papers 11/170, International Monetary Fund.
- Anindya Banerjee & Massimiliano Marcellino & Igor Masten, 2009.
"Forecasting with Factor-Augmented Error Correction Models,"
09-06, Department of Economics, University of Birmingham.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2014. "Forecasting with factor-augmented error correction models," International Journal of Forecasting, Elsevier, vol. 30(3), pages 589-612.
- Igor Masten & Massimiliano Marcellino & Anindya Banerjeey, 2009. "Forecasting with Factor-augmented Error Correction Models," RSCAS Working Papers 2009/32, European University Institute.
- Banerjee, Anindya & Marcellino, Massimiliano & Masten, Igor, 2010. "Forecasting with Factor-augmented Error Correction Models," CEPR Discussion Papers 7677, C.E.P.R. Discussion Papers.
- Qin, Duo & Cagas, Marie Anne & Ducanes, Geoffrey & Magtibay-Ramos, Nedelyn & Quising, Pilipinas, 2008. "Automatic leading indicators versus macroeconometric structural models: A comparison of inflation and GDP growth forecasting," International Journal of Forecasting, Elsevier, vol. 24(3), pages 399-413.
- David Hendry & Michael P. Clements, 2001.
"Pooling of Forecasts,"
2002-W9, Economics Group, Nuffield College, University of Oxford.
- Hendry, David F., 1995. "Dynamic Econometrics," OUP Catalogue, Oxford University Press, number 9780198283164, March.
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