Estimation and evaluation of DSGE models: progress and challenges
Author
Abstract
Suggested Citation
Download full text from publisher
Other versions of this item:
- Frank Schorfheide, 2011. "Estimation and Evaluation of DSGE Models: Progress and Challenges," NBER Working Papers 16781, National Bureau of Economic Research, Inc.
References listed on IDEAS
- Cristina Fuentes-Albero & Maxym Kryshko & José-Víctor Ríos-Rull & Raul Santaeulalia-Llopis & Frank Schorfheide, 2009.
"Methods versus substance: measuring the effects of technology shocks on hours,"
Staff Report
433, Federal Reserve Bank of Minneapolis.
- José-Víctor Ríos-Rull & Frank Schorfheide & Cristina Fuentes-Albero & Maxym Kryshko & Raül Santaeulàlia-Llopis, 2009. "Methods versus Substance: Measuring the Effects of Technology Shocks on Hours," NBER Working Papers 15375, National Bureau of Economic Research, Inc.
- Schorfheide, Frank & Fuentes-Albero, Cristina & Kryshko, Maxym & Santaeulà lia-Llopis, Raül, 2009. "Methods versus Substance: Measuring the Effects of Technology Shocks on Hours," CEPR Discussion Papers 7474, C.E.P.R. Discussion Papers.
- Robert E. Lucas, 2001.
"Inflation and Welfare,"
International Economic Association Series, in: Axel Leijonhufvud (ed.), Monetary Theory as a Basis for Monetary Policy, chapter 4, pages 96-142,
Palgrave Macmillan.
- Robert E. Lucas, Jr., 2000. "Inflation and Welfare," Econometrica, Econometric Society, vol. 68(2), pages 247-274, March.
- Rubio-RamÃrez, Juan Francisco & Fernández-Villaverde, Jesús, 2010.
"Macroeconomics and Volatility: Data, Models, and Estimation,"
CEPR Discussion Papers
8169, C.E.P.R. Discussion Papers.
- Jesús Fernández-Villaverde & Juan Rubio-Ramírez, 2010. "Macroeconomics and Volatility: Data, Models, and Estimation," NBER Working Papers 16618, National Bureau of Economic Research, Inc.
- Pablo Guerrón-Quintana & Atsushi Inoue & Lutz Kilian, 2009.
"Frequentist inference in weakly identified DSGE models,"
Working Papers
09-13, Federal Reserve Bank of Philadelphia.
- Kilian, Lutz & Inoue, Atsushi & Guerron-Quintana, Pablo A., 2009. "Frequentist Inference in Weakly Identified DSGE Models," CEPR Discussion Papers 7447, C.E.P.R. Discussion Papers.
- Del Negro, Marco & Schorfheide, Frank & Smets, Frank & Wouters, Rafael, 2007. "On the Fit of New Keynesian Models," Journal of Business & Economic Statistics, American Statistical Association, vol. 25, pages 123-143, April.
- Marco Del Negro & Frank Schorfheide, 2004.
"Priors from General Equilibrium Models for VARS,"
International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(2), pages 643-673, May.
- Marco Del Negro & Frank Schorfheide, 2002. "Priors from general equilibrium models for VARs," FRB Atlanta Working Paper 2002-14, Federal Reserve Bank of Atlanta.
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.- Franke, Reiner & Jang, Tae-Seok & Sacht, Stephen, 2015.
"Moment matching versus Bayesian estimation: Backward-looking behaviour in a New-Keynesian baseline model,"
The North American Journal of Economics and Finance, Elsevier, vol. 31(C), pages 126-154.
- Franke, Reiner & Jang, Tae-Seok & Sacht, Stephen, 2012. "Moment matching versus Bayesian estimation: Backward-looking behaviour in a New-Keynesian baseline model," Economics Working Papers 2012-08, Christian-Albrechts-University of Kiel, Department of Economics.
- Sacht, Stephen & Franke, Reiner & Jang, Tae-Seok, 2013. "Moment Matching versus Bayesian Estimation: Backward-Looking Behaviour in a New-Keynesian Baseline Model," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79694, Verein für Socialpolitik / German Economic Association.
- Martinez-Martin Jaime & Morris Richard & Onorante Luca & Piersanti Fabio Massimo, 2024. "Merging Structural and Reduced-Form Models for Forecasting," The B.E. Journal of Macroeconomics, De Gruyter, vol. 24(1), pages 399-437, January.
- Tatiana Kirsanova & Stephanus le Roux, 2013.
"Commitment vs. Discretion in the UK: An Empirical Investigation of the Monetary and Fiscal Policy Regime,"
International Journal of Central Banking, International Journal of Central Banking, vol. 9(4), pages 99-152, December.
- Kirsanova, Tatiana & le Roux, Stephanus, 2013. "Commitment vs. Discretion in the UK: An Empirical Investigation of the Monetary and Fiscal Policy Regime," SIRE Discussion Papers 2013-52, Scottish Institute for Research in Economics (SIRE).
- Tatiana Kirsanova & Stephanus le Roux, 2013. "Commitment vs. discretion in the UK: An empirical investigation of the monetary and fiscal policy regime," Working Papers 2013_07, Business School - Economics, University of Glasgow.
- Mauro Costantini & Ulrich Gunter & Robert M. Kunst, 2017.
"Forecast Combinations in a DSGE‐VAR Lab,"
Journal of Forecasting, John Wiley & Sons, Ltd., vol. 36(3), pages 305-324, April.
- Costantini, Mauro & Gunter, Ulrich & Kunst, Robert M., 2014. "Forecast combinations in a DSGE-VAR lab," Economics Series 309, Institute for Advanced Studies.
- Jarociński, Marek & Marcet, Albert, 2019.
"Priors about observables in vector autoregressions,"
Journal of Econometrics, Elsevier, vol. 209(2), pages 238-255.
- Marek Jarocinski & Albert Marcet, 2013. "Priors about Observables in Vector Autoregressions," Working Papers 684, Barcelona School of Economics.
- Marek Jarocinski & Albert Marcet, 2013. "Priors about Observables in Vector Autoregressions," UFAE and IAE Working Papers 929.13, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
- Aruoba, S. Borağan & Bocola, Luigi & Schorfheide, Frank, 2017.
"Assessing DSGE model nonlinearities,"
Journal of Economic Dynamics and Control, Elsevier, vol. 83(C), pages 34-54.
- S. Borağan Aruoba & Luigi Bocola & Frank Schorfheide, 2013. "Assessing DSGE Model Nonlinearities," NBER Working Papers 19693, National Bureau of Economic Research, Inc.
- S. Boragan Aruoba & Luigi Bocola & Frank Schorfheide, 2013. "Assessing DSGE model nonlinearities," Working Papers 13-47, Federal Reserve Bank of Philadelphia.
- Giannone, Domenico & Monti, Francesca & Reichlin, Lucrezia, 2016.
"Exploiting the monthly data flow in structural forecasting,"
Journal of Monetary Economics, Elsevier, vol. 84(C), pages 201-215.
- Giannone, Domenico & Monti , Francesca & Reichlin , Lucrezia, 2014. "Exploiting the monthly data flow in structural forecasting," Bank of England working papers 509, Bank of England.
- Domenico Giannone & Francesca Monti & Lucrezia Reichlin, 2015. "Exploiting the monthly data flow in structural forecasting," Staff Reports 751, Federal Reserve Bank of New York.
- Domenico Giannone & Francesca Monti & Lucrezia Reichlin, 2014. "Exploiting the monthly data-flow in structural forecasting," Discussion Papers 1416, Centre for Macroeconomics (CFM).
- Giannone, Domenico & Monti, Francesca & Reichlin, Lucrezia, 2014. "Exploiting the monthly data-flow in structural forecasting," LSE Research Online Documents on Economics 57998, London School of Economics and Political Science, LSE Library.
- Marco Del Negro & Frank Schorfheide, 2009.
"Monetary Policy Analysis with Potentially Misspecified Models,"
American Economic Review, American Economic Association, vol. 99(4), pages 1415-1450, September.
- Marco Del Negro & Frank Schorfheide, 2005. "Monetary policy analysis with potentially misspecified models," FRB Atlanta Working Paper 2005-26, Federal Reserve Bank of Atlanta.
- Marco Del Negro & Frank Schorfheide, 2005. "Monetary policy analysis with potentially misspecified models," Working Papers 06-4, Federal Reserve Bank of Philadelphia.
- Del Negro, Marco & Schorfheide, Frank, 2005. "Monetary policy analysis with potentially misspecified models," Working Paper Series 475, European Central Bank.
- Marco Del Negro & Frank Schorfheide, 2007. "Monetary Policy Analysis with Potentially Misspecified Models," NBER Working Papers 13099, National Bureau of Economic Research, Inc.
- Marco Del Negro & Frank Schorfheide, 2008. "Monetary policy analysis with potentially misspecified models," Staff Reports 321, Federal Reserve Bank of New York.
- Kim, Kun Ho, 2011. "Density forecasting through disaggregation," International Journal of Forecasting, Elsevier, vol. 27(2), pages 394-412.
- Inoue, Atsushi & Kuo, Chun-Hung & Rossi, Barbara, 2020.
"Identifying the sources of model misspecification,"
Journal of Monetary Economics, Elsevier, vol. 110(C), pages 1-18.
- Rossi, Barbara & Inoue, Atsushi & Kuo, Chun-Hung, 2014. "Identifying the Sources of Model Misspecification," CEPR Discussion Papers 10140, C.E.P.R. Discussion Papers.
- Atsushi Inoue & Chun-Huong Kuo & Barbara Rossi, 2015. "Identifying the Sources of Model Misspecification," Working Papers 821, Barcelona School of Economics.
- Atsushi Inoue & Chun-Hung Kuo & Barbara Rossi, 2015. "Identifying the sources of model misspecification," Economics Working Papers 1479, Department of Economics and Business, Universitat Pompeu Fabra, revised Jun 2018.
- Volker Wieland & Maik Wolters, 2011.
"The diversity of forecasts from macroeconomic models of the US economy,"
Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 47(2), pages 247-292, June.
- Wieland, Volker & Wolters, Maik H., 2010. "The diversity of forecasts from macroeconomic models of the U.S. economy," CFS Working Paper Series 2010/08, Center for Financial Studies (CFS).
- Wieland, Volker & Wolters, Maik, 2010. "The Diversity of Forecasts from Macroeconomic Models of the U.S. Economy," CEPR Discussion Papers 7870, C.E.P.R. Discussion Papers.
- Fabio Canova, 2007.
"How much structure in empirical models?,"
Economics Working Papers
1054, Department of Economics and Business, Universitat Pompeu Fabra.
- Canova, Fabio, 2008. "How much structure in empirical models?," CEPR Discussion Papers 6791, C.E.P.R. Discussion Papers.
- Pablo A. Guerrón-Quintana & James M. Nason, 2013.
"Bayesian estimation of DSGE models,"
Chapters, in: Nigar Hashimzade & Michael A. Thornton (ed.), Handbook of Research Methods and Applications in Empirical Macroeconomics, chapter 21, pages 486-512,
Edward Elgar Publishing.
- Pablo Guerrón-Quintana & James M. Nason, 2012. "Bayesian estimation of DSGE models," Working Papers 12-4, Federal Reserve Bank of Philadelphia.
- Pablo A Guerron-Quintana & James M Nason, 2012. "Bayesian Estimation of DSGE Models," CAMA Working Papers 2012-10, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
- Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2008.
"Evaluating an estimated new Keynesian small open economy model,"
Journal of Economic Dynamics and Control, Elsevier, vol. 32(8), pages 2690-2721, August.
- Adolfson, Malin & Laséen, Stefan & Lindé, Jesper & Villani, Mattias, 2007. "Evaluating An Estimated New Keynesian Small Open Economy Model," Working Paper Series 203, Sveriges Riksbank (Central Bank of Sweden).
- Linde, Jesper & Adolfson, Malin & LASEEN, PER & Villani, Mattias, 2007. "Evaluating An Estimated New Keynesian Small Open Economy Model," CEPR Discussion Papers 6027, C.E.P.R. Discussion Papers.
- García, Carlos J. & González, Wildo D., 2013. "Exchange rate intervention in small open economies: The role of risk premium and commodity price shocks," International Review of Economics & Finance, Elsevier, vol. 25(C), pages 424-447.
- Marcin Kolasa & Michał Rubaszek & Paweł Skrzypczyński, 2012.
"Putting the New Keynesian DSGE Model to the Real‐Time Forecasting Test,"
Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(7), pages 1301-1324, October.
- Marcin Kolasa & MichaŁ Rubaszek & PaweŁ SkrzypczyŃski, 2012. "Putting the New Keynesian DSGE Model to the Real-Time Forecasting Test," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 44(7), pages 1301-1324, October.
- Kolasa, Marcin & Rubaszek, Michał & Skrzypczyński, Paweł, 2009. "Putting the New Keynesian DSGE model to the real-time forecasting test," Working Paper Series 1110, European Central Bank.
- Bekiros Stelios & Paccagnini Alessia, 2015.
"Estimating point and density forecasts for the US economy with a factor-augmented vector autoregressive DSGE model,"
Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 19(2), pages 107-136, April.
- Stelios D. Bekiros & Alessia Paccagnini, 2014. "Estimating point and density forecasts for the US economy with a factor-augmented vector autoregressive DSGE model," Open Access publications 10197/7588, School of Economics, University College Dublin.
- Del Negro, Marco & Schorfheide, Frank, 2008.
"Forming priors for DSGE models (and how it affects the assessment of nominal rigidities),"
Journal of Monetary Economics, Elsevier, vol. 55(7), pages 1191-1208, October.
- Marco Del Negro & Frank Schorfheide, 2006. "Forming priors for DSGE models (and how it affects the assessment of nominal rigidities)," FRB Atlanta Working Paper 2006-16, Federal Reserve Bank of Atlanta.
- Marco Del Negro & Frank Schorfheide, 2008. "Forming priors for DSGE models (and how it affects the assessment of nominal rigidities)," Staff Reports 320, Federal Reserve Bank of New York.
- Marco Del Negro & Frank Schorfheide, 2008. "Forming Priors for DSGE Models (and How it Affects the Assessment of Nominal Rigidities)," NBER Working Papers 13741, National Bureau of Economic Research, Inc.
- Frank Schorfheide & Marco Del Negro, 2007. "Forming Priors for DSGE Models (and How It Affects the Assessment of Nominal Rigidities)," 2007 Meeting Papers 283, Society for Economic Dynamics.
- Del Negro, Marco & Schorfheide, Frank, 2007. "Forming Priors for DSGE Models (and How It Affects the Assessment of Nominal Rigidities)," CEPR Discussion Papers 6119, C.E.P.R. Discussion Papers.
- Raffaella Giacomini, 2015.
"Economic theory and forecasting: lessons from the literature,"
Econometrics Journal, Royal Economic Society, vol. 18(2), pages 22-41, June.
- Raffaella Giacomini, 2014. "Economic theory and forecasting: lessons from the literature," CeMMAP working papers CWP41/14, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Giacomini, Raffaella, 2014. "Economic theory and forecasting: lessons from the literature," CEPR Discussion Papers 10201, C.E.P.R. Discussion Papers.
- Renata Wróbel-Rotter, 2016. "Impulse Response Functions in the Dynamic Stochastic General Equilibrium Vector Autoregression Model," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 8(2), pages 93-114, June.
More about this item
Keywords
Econometric models; Stochastic analysis;JEL classification:
- 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
- C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
- E30 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - General (includes Measurement and Data)
- E50 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - General
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CBA-2011-02-19 (Central Banking)
- NEP-CIS-2011-02-19 (Confederation of Independent States)
- NEP-DGE-2011-02-19 (Dynamic General Equilibrium)
- NEP-ECM-2011-02-19 (Econometrics)
- NEP-ETS-2011-02-19 (Econometric Time Series)
- NEP-FOR-2011-02-19 (Forecasting)
Statistics
Access and download statisticsCorrections
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:fip:fedpwp:11-7. 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: Beth Paul (email available below). General contact details of provider: https://edirc.repec.org/data/frbphus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.