Rare shocks vs. non-linearities: What drives extreme events in the economy? Some empirical evidence
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DOI: 10.1016/j.jedc.2016.12.005
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- Michal Franta, 2015. "Rare Shocks vs. Non-linearities: What Drives Extreme Events in the Economy? Some Empirical Evidence," Working Papers 2015/04, Czech National Bank.
References listed on IDEAS
- Dobromił Serwa, 2012.
"Banking crises and nonlinear linkages between credit and output,"
Applied Economics, Taylor & Francis Journals, vol. 44(8), pages 1025-1040, March.
- Serwa, Dobromił, 2007. "Banking crises and nonlinear linkages between credit and output," MPRA Paper 5946, University Library of Munich, Germany.
- Marcin Owczarczuk, 2009. "Maximum Score Type Estimators," Working Papers 30, Department of Applied Econometrics, Warsaw School of Economics.
- Vasco Cúrdia & Marco Del Negro & Daniel L. Greenwald, 2014.
"Rare Shocks, Great Recessions,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(7), pages 1031-1052, November.
- Marco Del Negro & Vasco Curdia, 2012. "Rare Shocks, Great Recessions," 2012 Meeting Papers 654, Society for Economic Dynamics.
- Vasco Curdia & Marco Del Negro & Daniel L. Greenwald, 2013. "Rare Shocks, Great Recessions," Working Paper Series 2013-01, Federal Reserve Bank of San Francisco.
- Vasco Curdia & Marco Del Negro & Daniel L. Greenwald, 2012. "Rare shocks, great recessions," Staff Reports 585, Federal Reserve Bank of New York.
- Karlsson, Sune, 2013.
"Forecasting with Bayesian Vector Autoregression,"
Handbook of Economic Forecasting, in: G. Elliott & C. Granger & A. Timmermann (ed.), Handbook of Economic Forecasting, edition 1, volume 2, chapter 0, pages 791-897,
Elsevier.
- Karlsson, Sune, 2012. "Forecasting with Bayesian Vector Autoregressions," Working Papers 2012:12, Örebro University, School of Business.
- Koop, Gary & Potter, Simon M, 2003.
"Bayesian Analysis of Endogenous Delay Threshold Models,"
Journal of Business & Economic Statistics, American Statistical Association, vol. 21(1), pages 93-103, January.
- Gary Koop & Simon M. Potter, 2000. "Bayesian Analysis of Endogenous Delay Threshold Models," Edinburgh School of Economics Discussion Paper Series 11, Edinburgh School of Economics, University of Edinburgh.
- Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996.
"The Financial Accelerator and the Flight to Quality,"
The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
- Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1994. "The Financial Accelerator and the Flight to Quality," Working Papers 94-24, C.V. Starr Center for Applied Economics, New York University.
- Ben S. Bernanke & Mark Gertler & Simon Gilchrist, 1994. "The financial accelerator and the flight to quality," Finance and Economics Discussion Series 94-18, Board of Governors of the Federal Reserve System (U.S.).
- Ben Bernanke & Mark Gertler & Simon Gilchrist, 1994. "The Financial Accelerator and the Flight to Quality," NBER Working Papers 4789, National Bureau of Economic Research, Inc.
- Scott Brave & R. Andrew Butters, 2012. "Diagnosing the Financial System: Financial Conditions and Financial Stress," International Journal of Central Banking, International Journal of Central Banking, vol. 8(2), pages 191-239, June.
- Ching-Wai (Jeremy) Chiu & Haroon Mumtaz & Gabor Pinter, 2014. "Fat-tails in VAR Models," Working Papers 714, Queen Mary University of London, School of Economics and Finance.
- Siddhartha Chib & Srikanth Ramamurthy, 2014. "DSGE Models with Student- t Errors," Econometric Reviews, Taylor & Francis Journals, vol. 33(1-4), pages 152-171, June.
- Tommaso Ferraresi & Andrea Roventini & Giorgio Fagiolo, 2015.
"Fiscal Policies and Credit Regimes: A TVAR Approach,"
Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 30(7), pages 1047-1072, November.
- Tommaso Ferraresi & Andrea Roventini & Giorgio Fagiolo, 2013. "Fiscal policies and credit regimes: a tvar approach," Documents de Travail de l'OFCE 2013-02, Observatoire Francais des Conjonctures Economiques (OFCE).
- Tommaso Ferraresi & Andrea Roventini & Giorgio Fagiolo, 2013. "Fiscal Policies and Credit Regimes: A TVAR Approach," Working Papers 03/2013, University of Verona, Department of Economics.
- Tommaso Ferraresi & Andrea Roventini & Giorgio Fagiolo, 2013. "Fiscal Policies and Credit Regimes: A TVAR Approach," LEM Papers Series 2013/03, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
- Michal Franta & Jozef Baruník & Roman Horváth & Katerina Smídková, 2014. "Are Bayesian Fan Charts Useful? The Effect of Zero Lower Bound and Evaluation of Financial Stability Stress Tests," International Journal of Central Banking, International Journal of Central Banking, vol. 10(1), pages 159-188, March.
- McCallum, John, 1991. "Credit Rationing and the Monetary Transmission Mechanism," American Economic Review, American Economic Association, vol. 81(4), pages 946-951, September.
- Vuong, Quang H, 1989. "Likelihood Ratio Tests for Model Selection and Non-nested Hypotheses," Econometrica, Econometric Society, vol. 57(2), pages 307-333, March.
- Robert B. Litterman, 1979. "Techniques of forecasting using vector autoregressions," Working Papers 115, Federal Reserve Bank of Minneapolis.
- James H. Stock & Mark W. Watson, 2012. "Disentangling the Channels of the 2007-09 Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 43(1 (Spring), pages 81-156.
- Daniel F. Waggoner & Tao Zha, 1999.
"Conditional Forecasts In Dynamic Multivariate Models,"
The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 639-651, November.
- Daniel F. Waggoner & Tao Zha, 1998. "Conditional forecasts in dynamic multivariate models," FRB Atlanta Working Paper 98-22, Federal Reserve Bank of Atlanta.
- Serena Ng & Jonathan H. Wright, 2013.
"Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling,"
Journal of Economic Literature, American Economic Association, vol. 51(4), pages 1120-1154, December.
- Serena Ng & Jonathan H. Wright, 2013. "Facts and Challenges from the Great Recession for Forecasting and Macroeconomic Modeling," NBER Working Papers 19469, National Bureau of Economic Research, Inc.
- Giorgio E. Primiceri, 2005. "Time Varying Structural Vector Autoregressions and Monetary Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(3), pages 821-852.
- Nathan S. Balke, 2000. "Credit and Economic Activity: Credit Regimes and Nonlinear Propagation of Shocks," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 344-349, May.
- 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.
- Kirstin Hubrich & Robert J. Tetlow, 2012. "Financial stress and economic dynamics: the transmission of crises," Finance and Economics Discussion Series 2012-82, Board of Governors of the Federal Reserve System (U.S.).
- Hubrich, Kirstin & Tetlow, Robert J., 2014. "Financial stress and economic dynamics: the transmission of crises," Working Paper Series 1728, European Central Bank.
- Robert Tetlow & Kirstin Hubrich, 2013. "Financial stress and economic dynamics: The transmission of crises," 2013 Meeting Papers 571, Society for Economic Dynamics.
- David J. Spiegelhalter & Nicola G. Best & Bradley P. Carlin & Angelika Van Der Linde, 2002. "Bayesian measures of model complexity and fit," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 64(4), pages 583-639, October.
- Ching-Wai (Jeremy) Chiu & Haroon Mumtaz & Gabor Pinter, 2014.
"Fat-tails in VAR Models,"
Working Papers
714, Queen Mary University of London, School of Economics and Finance.
- Ching-Wai (Jeremy) Chiu & Haroon Mumtaz & Gabor Pinter, 2014. "Fat-tails in VAR Models," Working Papers 714, Queen Mary University of London, School of Economics and Finance.
- James H. Stock & Mark W. Watson, 2012. "Disentangling the Channels of the 2007-09 Recession," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 81-156.
- W. R. Gilks & P. Wild, 1992. "Adaptive Rejection Sampling for Gibbs Sampling," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 41(2), pages 337-348, June.
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Cited by:
- Dave, Chetan & Malik, Samreen, 2017. "A tale of fat tails," European Economic Review, Elsevier, vol. 100(C), pages 293-317.
- Chiu, Ching-Wai (Jeremy) & Hacioglu Hoke, Sinem, 2016. "Macroeconomic tail events with non-linear Bayesian VARs," Bank of England working papers 611, Bank of England.
- Siddhartha Chib & Minchul Shin & Fei Tan, 2020. "High-Dimensional DSGE Models: Pointers on Prior, Estimation, Comparison, and Prediction∗," Working Papers 20-35, Federal Reserve Bank of Philadelphia.
- repec:cnb:ocpubv:rb16/1 is not listed on IDEAS
- repec:cnb:ocpubv:rb15/1 is not listed on IDEAS
- repec:cnb:ocpubv:rb15/2 is not listed on IDEAS
- Siddhartha Chib & Minchul Shin & Fei Tan, 2023.
"DSGE-SVt: An Econometric Toolkit for High-Dimensional DSGE Models with SV and t Errors,"
Computational Economics, Springer;Society for Computational Economics, vol. 61(1), pages 69-111, January.
- Siddhartha Chib & Minchul Shin & Fei Tan, 2021. "DSGE-SVt: An Econometric Toolkit for High-Dimensional DSGE Models with SV and t Errors," Working Papers 21-02, Federal Reserve Bank of Philadelphia.
- repec:cnb:ocpubv:rb16/2 is not listed on IDEAS
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More about this item
Keywords
C11; E44; C32; Non-linearity; Fat tails; Bayesian VAR; Density forecasting;All these keywords.
JEL classification:
- C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
- C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
- E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
Statistics
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