Causal Impulse Responses for Time Series
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Guido W. Imbens, 2020.
"Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics,"
Journal of Economic Literature, American Economic Association, vol. 58(4), pages 1129-1179, December.
- Guido Imbens, 2019. "Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics," NBER Working Papers 26104, National Bureau of Economic Research, Inc.
- Uhlig, Harald, 2005.
"What are the effects of monetary policy on output? Results from an agnostic identification procedure,"
Journal of Monetary Economics, Elsevier, vol. 52(2), pages 381-419, March.
- Uhlig, H.F.H.V.S., 1999. "What are the Effects of Monetary Policy on Output? Results from an Agnostic Identification Procedure," Discussion Paper 1999-28, Tilburg University, Center for Economic Research.
- Uhlig, Harald, 1999. "What are the Effects of Monetary Policy on Output? Results from an Agnostic Identification Procedure," CEPR Discussion Papers 2137, C.E.P.R. Discussion Papers.
- Leamer, Edward E., 1985. "Vector autoregressions for causal inference?," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 22(1), pages 255-304, January.
- Banerjee, Anindya & Dolado, Juan J. & Galbraith, John W. & Hendry, David, 1993. "Co-integration, Error Correction, and the Econometric Analysis of Non-Stationary Data," OUP Catalogue, Oxford University Press, number 9780198288107.
- Òscar Jordà, 2005. "Estimation and Inference of Impulse Responses by Local Projections," American Economic Review, American Economic Association, vol. 95(1), pages 161-182, March.
- Joshua D. Angrist & Òscar Jordà & Guido M. Kuersteiner, 2018.
"Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited,"
Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 36(3), pages 371-387, July.
- Joshua D. Angrist & Òscar Jordà & Guido Kuersteiner, 2013. "Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited," NBER Working Papers 19355, National Bureau of Economic Research, Inc.
- Joshua D. Angrist & Òscar Jordà & Guido M. Kuersteiner, 2013. "Semiparametric Estimates of Monetary Policy Effects: String Theory Revisited," Working Paper Series 2013-24, Federal Reserve Bank of San Francisco.
- Joel Bogdanski & Alexandre Antonio Tombini & Sergio R. Da C. Werlang, 2001.
"Implementing Inflation Targeting in Brazil,"
Money Affairs, CEMLA, vol. 0(1), pages 1-23, January-J.
- Joel Bogdanski & Alexandre Antonio Tombini & Sérgio Ribeiro da Costa Werlang, 2000. "Implementing Inflation Targeting in Brazil," Working Papers Series 1, Central Bank of Brazil, Research Department.
- Zettelmeyer, Jeromin, 2004. "The impact of monetary policy on the exchange rate: evidence from three small open economies," Journal of Monetary Economics, Elsevier, vol. 51(3), pages 635-652, April.
- Bierens,Herman J., 1996. "Topics in Advanced Econometrics," Cambridge Books, Cambridge University Press, number 9780521565110.
- Heckman, James & Pinto, Rodrigo, 2015.
"Causal Analysis After Haavelmo,"
Econometric Theory, Cambridge University Press, vol. 31(1), pages 115-151, February.
- Heckman, James J. & Pinto, Rodrigo, 2013. "Causal Analysis after Haavelmo," IZA Discussion Papers 7628, Institute of Labor Economics (IZA).
- James J. Heckman & Rodrigo Pinto, 2013. "Causal Analysis after Haavelmo," NBER Working Papers 19453, National Bureau of Economic Research, Inc.
- James J. Heckman & Rodrigo Pinto, 2013. "Causal Analysis after Haavelmo," Working Papers 2013-008, Human Capital and Economic Opportunity Working Group.
- Sendhil Mullainathan & Jann Spiess, 2017. "Machine Learning: An Applied Econometric Approach," Journal of Economic Perspectives, American Economic Association, vol. 31(2), pages 87-106, Spring.
- James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
- Minella, André & Souza-Sobrinho, Nelson F., 2013. "Monetary policy channels in Brazil through the lens of a semi-structural model," Economic Modelling, Elsevier, vol. 30(C), pages 405-419.
- Karim Chalak & Halbert White, 2011.
"Viewpoint: An extended class of instrumental variables for the estimation of causal effects,"
Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(1), pages 1-51, February.
- Karim Chalak & Halbert White, 2011. "Viewpoint: An extended class of instrumental variables for the estimation of causal effects," Canadian Journal of Economics, Canadian Economics Association, vol. 44(1), pages 1-51, February.
- Kohlscheen, Emanuel, 2014. "The impact of monetary policy on the exchange rate: A high frequency exchange rate puzzle in emerging economies," Journal of International Money and Finance, Elsevier, vol. 44(C), pages 69-96.
- Newey, Whitney & West, Kenneth, 2014.
"A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
- Newey, Whitney K & West, Kenneth D, 1987. "A Simple, Positive Semi-definite, Heteroskedasticity and Autocorrelation Consistent Covariance Matrix," Econometrica, Econometric Society, vol. 55(3), pages 703-708, May.
- Whitney K. Newey & Kenneth D. West, 1986. "A Simple, Positive Semi-Definite, Heteroskedasticity and AutocorrelationConsistent Covariance Matrix," NBER Technical Working Papers 0055, National Bureau of Economic Research, Inc.
- Michael C. Lovell, 1963. "Seasonal Adjustment of Economic Time Series and Multiple Regression," Cowles Foundation Discussion Papers 151, Cowles Foundation for Research in Economics, Yale University.
- Perron, Pierre, 1988.
"Trends and random walks in macroeconomic time series : Further evidence from a new approach,"
Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 297-332.
- Perron, P., 1986. "Trends and Random Walks in Macroeconomic Time Series: Further Evidence From a New Approach," Cahiers de recherche 8650, Universite de Montreal, Departement de sciences economiques.
- Alessio Moneta & Federica Russo, 2014. "Causal models and evidential pluralism in econometrics," Journal of Economic Methodology, Taylor & Francis Journals, vol. 21(1), pages 54-76, March.
- Lucas, Robert Jr, 1976. "Econometric policy evaluation: A critique," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 1(1), pages 19-46, January.
- Pearl, Judea, 2015. "Trygve Haavelmo And The Emergence Of Causal Calculus," Econometric Theory, Cambridge University Press, vol. 31(1), pages 152-179, February.
- Lima, Elcyon Caiado & Maka, Alexis & Céspedes, Brisne, 2008.
"Monetary Policy, Inflation and the Level of Economic Activity in Brazil After the Real Plan: Stylized Facts from SVAR Models,"
Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 62(2), October.
- Brisne J. V. Céspedes & Elcyon C. R. Lima & Alexis Maka, 2005. "Monetary Policy, Inflation and the Level of Economic Activity in Brasil After the Real Plan: Stylized Facts From SVAR Models," Discussion Papers 1101, Instituto de Pesquisa Econômica Aplicada - IPEA.
- Brisne J. V. Céspedes & Elcyon C. R. Lima & Alexis Maka, 2015. "Monetary Policy, Inflation and the Level of Economic Activity in Brasil after the Real Plan: Stylized Facts from SVAR Models," Discussion Papers 0149, Instituto de Pesquisa Econômica Aplicada - IPEA.
- Koop, Gary & Pesaran, M. Hashem & Potter, Simon M., 1996. "Impulse response analysis in nonlinear multivariate models," Journal of Econometrics, Elsevier, vol. 74(1), pages 119-147, September.
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.- Ashesh Rambachan & Neil Shephard, 2019. "Econometric analysis of potential outcomes time series: instruments, shocks, linearity and the causal response function," Papers 1903.01637, arXiv.org, revised Feb 2020.
- Régis Barnichon & Christian Matthes, 2014.
"Gaussian Mixture Approximations of Impulse Responses and the Nonlinear Effects of Monetary Shocks,"
Working Paper
16-8, Federal Reserve Bank of Richmond.
- Barnichon, Regis & Matthes, Christian, 2016. "Gaussian Mixture Approximations of Impulse Responses and The Non-Linear Effects of Monetary Shocks," CEPR Discussion Papers 11374, C.E.P.R. Discussion Papers.
- Ramey, V.A., 2016.
"Macroeconomic Shocks and Their Propagation,"
Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 71-162,
Elsevier.
- Ramey, VA, 2016. "Macroeconomic Shocks and Their Propagation," University of California at San Diego, Economics Working Paper Series qt5mb353t2, Department of Economics, UC San Diego.
- Valerie A. Ramey, 2016. "Macroeconomic Shocks and Their Propagation," NBER Working Papers 21978, National Bureau of Economic Research, Inc.
- John D. Levendis, 2018. "Time Series Econometrics," Springer Texts in Business and Economics, Springer, number 978-3-319-98282-3, August.
- Bonciani, Dario, 2015. "Estimating the effects of uncertainty over the business cycle," MPRA Paper 65921, University Library of Munich, Germany.
- Lodge, David & Manu, Ana-Simona, 2022.
"EME financial conditions: Which global shocks matter?,"
Journal of International Money and Finance, Elsevier, vol. 120(C).
- Lodge, David & Manu, Ana-Simona, 2019. "EME financial conditions: which global shocks matter?," Working Paper Series 2282, European Central Bank.
- Andrea Boitani & Salvatore Perdichizzi, 2018. "Public Expenditure Multipliers in recessions. Evidence from the Eurozone," DISCE - Working Papers del Dipartimento di Economia e Finanza def068, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
- Jackson, Laura E. & Owyang, Michael T. & Soques, Daniel, 2018.
"Nonlinearities, smoothing and countercyclical monetary policy,"
Journal of Economic Dynamics and Control, Elsevier, vol. 95(C), pages 136-154.
- Laura E. Jackson & Michael T. Owyang & Daniel Soques, 2016. "Nonlinearities, Smoothing and Countercyclical Monetary Policy," Working Papers 2016-8, Federal Reserve Bank of St. Louis.
- Hristov, Nikolay & Hülsewig, Oliver & Wollmershäuser, Timo, 2020.
"Capital flows in the euro area and TARGET2 balances,"
Journal of Banking & Finance, Elsevier, vol. 113(C).
- Wollmershäuser, Timo, 2018. "Capital Flows in the Euro Area and TARGET2 Balances," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181648, Verein für Socialpolitik / German Economic Association.
- Hristov, Nikolay & Hülsewig, Oliver & Wollmershäuser, Timo, 2019. "Capital flows in the euro area and TARGET2 balances," Discussion Papers 24/2019, Deutsche Bundesbank.
- Nikolay Hristov & Oliver Hülsewig & Timo Wollmershäuser, 2018. "Capital Flows in the Euro Area and TARGET2 Balances," CESifo Working Paper Series 6877, CESifo.
- Hristov, Nikolay & Huelsewig, Oliver & Wollmershaeuser, Timo, 2020. "Capital flows in the euro area and TARGET2 balances," Munich Reprints in Economics 84737, University of Munich, Department of Economics.
- Alessio Moneta, 2005. "Causality in macroeconometrics: some considerations about reductionism and realism," Journal of Economic Methodology, Taylor & Francis Journals, vol. 12(3), pages 433-453.
- Bernstein, Joshua & Richter, Alexander W. & Throckmorton, Nathaniel A., 2021. "Cyclical net entry and exit," European Economic Review, Elsevier, vol. 136(C).
- Cynthia Doniger, 2019.
"Do Greasy Wheels Curb Inequality?,"
2019 Meeting Papers
1163, Society for Economic Dynamics.
- Cynthia L. Doniger, 2019. "Do Greasy Wheels Curb Inequality?," Finance and Economics Discussion Series 2019-021, Board of Governors of the Federal Reserve System (U.S.).
- Franses,Philip Hans & Dijk,Dick van, 2000.
"Non-Linear Time Series Models in Empirical Finance,"
Cambridge Books,
Cambridge University Press, number 9780521770415.
- Franses,Philip Hans & Dijk,Dick van, 2000. "Non-Linear Time Series Models in Empirical Finance," Cambridge Books, Cambridge University Press, number 9780521779654.
- Alpanda, Sami & Granziera, Eleonora & Zubairy, Sarah, 2021.
"State dependence of monetary policy across business, credit and interest rate cycles,"
European Economic Review, Elsevier, vol. 140(C).
- Alpanda, Sami & Granziera, Eleonora & Zubairy, Sarah, 2019. "State dependence of monetary policy across business, credit and interest rate cycles," Working Paper 2019/21, Norges Bank.
- Alpanda, Sami & Granziera, Eleonora & Zubairy, Sarah, 2019. "State dependence of monetary policy across business, credit and interest rate cycles," Bank of Finland Research Discussion Papers 16/2019, Bank of Finland.
- Adrian C. Darnell, 1994. "A Dictionary Of Econometrics," Books, Edward Elgar Publishing, number 118.
- Tyler Atkinson & Michael Plante & Alexander Richter & Nathaniel Throckmorton, 2022.
"Complementarity and Macroeconomic Uncertainty,"
Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 44, pages 225-243, April.
- Tyler Atkinson & Michael D. Plante & Alexander W. Richter & Nathaniel A. Throckmorton, 2020. "Complementarity and Macroeconomic Uncertainty," Working Papers 2009, Federal Reserve Bank of Dallas.
- Yasuharu Iwata & Hirokuni IIboshi, 2023.
"The Nexus between Public Debt and the Government Spending Multiplier: Fiscal Adjustments Matter,"
Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 85(4), pages 830-858, August.
- IIBOSHI, Hirokuni & IWATA, Yasuharu, 2023. "The Nexus between Public Debt and the Government Spending Multiplier: Fiscal Adjustments Matter," MPRA Paper 116310, University Library of Munich, Germany.
- IWATA, Yasuharu & IIBOSHI, Hirokuni, 2023. "The Nexus between Public Debt and the Government Spending Multiplier: Fiscal Adjustments Matter," MPRA Paper 116355, University Library of Munich, Germany.
- Bekaert, Geert & Engstrom, Eric & Ermolov, Andrey, 2021.
"Macro risks and the term structure of interest rates,"
Journal of Financial Economics, Elsevier, vol. 141(2), pages 479-504.
- Geert Bekaert & Eric Engstrom & Andrey Ermolov, 2016. "Macro Risks and the Term Structure of Interest Rates," NBER Working Papers 22839, National Bureau of Economic Research, Inc.
- Geert Bekaert & Eric Engstrom & Andrey Ermolov, 2017. "Macro Risks and the Term Structure of Interest Rates," Finance and Economics Discussion Series 2017-058, Board of Governors of the Federal Reserve System (U.S.).
- Canova, Fabio & Ferroni, Filippo, 2020.
"A hitchhiker guide to empirical macro models,"
CEPR Discussion Papers
15446, C.E.P.R. Discussion Papers.
- Fabio Canova & Filippo Ferroni, 2021. "A Hitchhiker’s Guide to Empirical Macro Models," Working Paper Series WP-2021-15, Federal Reserve Bank of Chicago, revised 03 Oct 2021.
- Gabriel Caldas Montes & Gabriel Gonçalves do Vale Monteiro, 2014. "Monetary policy, prudential regulation and investment," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 41(6), pages 881-906, November.
More about this item
NEP fields
This paper has been announced in the following NEP Reports:- NEP-CBA-2022-10-24 (Central Banking)
- NEP-ECM-2022-10-24 (Econometrics)
- NEP-ETS-2022-10-24 (Econometric Time Series)
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:bcb:wpaper:570. 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: Rodrigo Barbone Gonzalez (email available below). General contact details of provider: https://www.bcb.gov.br/en .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.