IDEAS home Printed from https://ideas.repec.org/a/spr/empeco/v52y2017i1d10.1007_s00181-016-1076-6.html
   My bibliography  Save this article

Searching for the Fed’s reaction function

Author

Listed:
  • Katrin Wölfel

    (Friedrich-Alexander-Universität Erlangen-Nürnberg)

  • Christoph S. Weber

    (Friedrich-Alexander-Universität Erlangen-Nürnberg)

Abstract

There is still some doubt about those economic variables that really matter for the Fed’s decisions. In comparison with other estimations, this study uses the approach of Bayesian model averaging (BMA). The estimations show that over the long-run inflation, unemployment rates and long-term interest rates are the crucial variables in explaining the Federal Funds Rate. In the other two estimation samples, also the fiscal deficit and monetary aggregates were of relevance. There is also evidence for interest rate smoothing. In addition, we account for parameter instability by combining BMA with time-varying coefficient (TVC) modelling. We find strong evidence for structural breaks. Finally, a model average is constructed via an TVC-BMA approach.

Suggested Citation

  • Katrin Wölfel & Christoph S. Weber, 2017. "Searching for the Fed’s reaction function," Empirical Economics, Springer, vol. 52(1), pages 191-227, February.
  • Handle: RePEc:spr:empeco:v:52:y:2017:i:1:d:10.1007_s00181-016-1076-6
    DOI: 10.1007/s00181-016-1076-6
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00181-016-1076-6
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00181-016-1076-6?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sims, Christopher A., 1988. "Bayesian skepticism on unit root econometrics," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 463-474.
    2. Richard Clarida & Jordi Galí & Mark Gertler, 2000. "Monetary Policy Rules and Macroeconomic Stability: Evidence and Some Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(1), pages 147-180.
    3. Arturo Estrella & Frederic S. Mishkin, 1998. "Predicting U.S. Recessions: Financial Variables As Leading Indicators," The Review of Economics and Statistics, MIT Press, vol. 80(1), pages 45-61, February.
    4. Dieter Gerdesmeier & Francesco Paolo Mongelli & Barbara Roffia, 2007. "The Eurosystem, the U.S. Federal Reserve, and the Bank of Japan: Similarities and Differences," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(7), pages 1785-1819, October.
    5. Christiano, Lawrence J. & Eichenbaum, Martin & Evans, Charles L., 1999. "Monetary policy shocks: What have we learned and to what end?," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 2, pages 65-148, Elsevier.
    6. Olivier Coibion & Yuriy Gorodnichenko, 2011. "Monetary Policy, Trend Inflation, and the Great Moderation: An Alternative Interpretation," American Economic Review, American Economic Association, vol. 101(1), pages 341-370, February.
    7. Niskanen, William A., 1978. "Deficits, government spending, and inflation : What is the evidence?," Journal of Monetary Economics, Elsevier, vol. 4(3), pages 591-602, August.
    8. Gamber, Edward N. & Hakes, David R., 2006. "The Taylor rule and the appointment cycle of the chairperson of the Federal Reserve," Journal of Economics and Business, Elsevier, vol. 58(1), pages 55-66.
    9. Gert Peersman, 2005. "What caused the early millennium slowdown? Evidence based on vector autoregressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(2), pages 185-207.
    10. Capistrán, Carlos, 2008. "Bias in Federal Reserve inflation forecasts: Is the Federal Reserve irrational or just cautious?," Journal of Monetary Economics, Elsevier, vol. 55(8), pages 1415-1427, November.
    11. Barro, Robert J, 1977. "Unanticipated Money Growth and Unemployment in the United States," American Economic Review, American Economic Association, vol. 67(2), pages 101-115, March.
    12. Michael Woodford, 2008. "How Important Is Money in the Conduct of Monetary Policy?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(8), pages 1561-1598, December.
    13. Vanderhart, Peter G., 2000. "The Federal Reserve's Reaction Function under Greenspan: An Ordinal Probit Analysis," Journal of Macroeconomics, Elsevier, vol. 22(4), pages 631-644, October.
    14. Rumi Masih & A. Mansur M. Masih & Kilian Mie, 2010. "Model uncertainty and asset return predictability: an application of Bayesian model averaging," Applied Economics, Taylor & Francis Journals, vol. 42(15), pages 1963-1972.
    15. Cúrdia, Vasco & Woodford, Michael, 2011. "The central-bank balance sheet as an instrument of monetarypolicy," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 54-79, January.
    16. Saten Kumar, 2013. "Financial crisis, Taylor rule and the Fed," Applied Economics Letters, Taylor & Francis Journals, vol. 20(17), pages 1557-1561, November.
    17. Roberto Rigobon & Brian Sack, 2003. "Measuring The Reaction of Monetary Policy to the Stock Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(2), pages 639-669.
    18. Bagliano, Fabio C. & Favero, Carlo A., 1998. "Measuring monetary policy with VAR models: An evaluation," European Economic Review, Elsevier, vol. 42(6), pages 1069-1112, June.
    19. Timothy Cogley & Thomas J. Sargent, 2005. "Drift and Volatilities: Monetary Policies and Outcomes in the Post WWII U.S," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 8(2), pages 262-302, April.
    20. Goodfriend, Marvin & King, Robert G., 2005. "The incredible Volcker disinflation," Journal of Monetary Economics, Elsevier, vol. 52(5), pages 981-1015, July.
    21. Hjort N.L. & Claeskens G., 2003. "Frequentist Model Average Estimators," Journal of the American Statistical Association, American Statistical Association, vol. 98, pages 879-899, January.
    22. Brock, William A. & Durlauf, Steven N. & West, Kenneth D., 2007. "Model uncertainty and policy evaluation: Some theory and empirics," Journal of Econometrics, Elsevier, vol. 136(2), pages 629-664, February.
    23. Gali, Jordi & Lopez-Salido, J. David & Valles, Javier, 2003. "Technology shocks and monetary policy: assessing the Fed's performance," Journal of Monetary Economics, Elsevier, vol. 50(4), pages 723-743, May.
    24. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    25. Marco J. Lombardi & Feng Zhu, 2018. "A Shadow Policy Rate to Calibrate U.S. Monetary Policy at the Zero Lower Bound," International Journal of Central Banking, International Journal of Central Banking, vol. 14(5), pages 305-346, December.
    26. Richard Dennis, 2006. "The policy preferences of the US Federal Reserve," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(1), pages 55-77.
    27. Adam T. Jones & Mathew W. Snyder, 2014. "Federal Reserve independence: the Fed Funds Rate under different regimes," Applied Economics Letters, Taylor & Francis Journals, vol. 21(18), pages 1262-1265, December.
    28. Chowdhury, Ibrahim & Schabert, Andreas, 2008. "Federal reserve policy viewed through a money supply lens," Journal of Monetary Economics, Elsevier, vol. 55(4), pages 825-834, May.
    29. Athanasios Orphanides, 2001. "Monetary Policy Rules Based on Real-Time Data," American Economic Review, American Economic Association, vol. 91(4), pages 964-985, September.
    30. Allen, Stuart D. & Smith, Michael D., 1983. "Government borrowing and monetary accommodation," Journal of Monetary Economics, Elsevier, vol. 12(4), pages 605-616, November.
    31. Orphanides, Athanasios, 2004. "Monetary Policy Rules, Macroeconomic Stability, and Inflation: A View from the Trenches," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(2), pages 151-175, April.
    32. Ozlale, Umit, 2003. "Price stability vs. output stability: tales of federal reserve administrations," Journal of Economic Dynamics and Control, Elsevier, vol. 27(9), pages 1595-1610, July.
    33. Goodfriend, Marvin, 2011. "Central banking in the credit turmoil: An assessment of Federal Reserve practice," Journal of Monetary Economics, Elsevier, vol. 58(1), pages 1-12, January.
    34. Lasser, Dennis J., 1992. "The effect of contemporaneous reserve accounting on the market for federal funds," Journal of Banking & Finance, Elsevier, vol. 16(6), pages 1047-1056, December.
    35. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    36. Woodford, Michael, 2005. "Comment on: "Using a long-term interest rate as the monetary policy instrument"," Journal of Monetary Economics, Elsevier, vol. 52(5), pages 881-887, July.
    37. Catao, Luis A.V. & Terrones, Marco E., 2005. "Fiscal deficits and inflation," Journal of Monetary Economics, Elsevier, vol. 52(3), pages 529-554, April.
    38. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    39. Jovanovic Mario & Zimmermann Tobias, 2010. "Stock Market Uncertainty and Monetary Policy Reaction Functions of the Federal Reserve Bank," The B.E. Journal of Macroeconomics, De Gruyter, vol. 10(1), pages 1-19, July.
    40. Fabrizio Mattesini & Leonardo Becchetti, 2009. "The stock market and the Fed," Applied Financial Economics, Taylor & Francis Journals, vol. 19(2), pages 99-110.
    41. Claeskens,Gerda & Hjort,Nils Lid, 2008. "Model Selection and Model Averaging," Cambridge Books, Cambridge University Press, number 9780521852258, October.
    42. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    43. Troy Davig & Taeyoung Doh, 2014. "Monetary Policy Regime Shifts and Inflation Persistence," The Review of Economics and Statistics, MIT Press, vol. 96(5), pages 862-875, December.
    44. Avery, Robert B., 1979. "Modeling monetary policy as an unobserved variable," Journal of Econometrics, Elsevier, vol. 10(3), pages 291-311, August.
    45. Ball, Laurence, 1995. "Time-consistent policy and persistent changes in inflation," Journal of Monetary Economics, Elsevier, vol. 36(2), pages 329-350, November.
    46. Liang, Feng & Paulo, Rui & Molina, German & Clyde, Merlise A. & Berger, Jim O., 2008. "Mixtures of g Priors for Bayesian Variable Selection," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 410-423, March.
    47. Clarida, Richard & Gali, Jordi & Gertler, Mark, 1998. "Monetary policy rules in practice Some international evidence," European Economic Review, Elsevier, vol. 42(6), pages 1033-1067, June.
    48. Pesaran, M. Hashem & Timmermann, Allan, 2007. "Selection of estimation window in the presence of breaks," Journal of Econometrics, Elsevier, vol. 137(1), pages 134-161, March.
    49. Sims, Christopher A., 2011. "Stepping on a rake: The role of fiscal policy in the inflation of the 1970s," European Economic Review, Elsevier, vol. 55(1), pages 48-56, January.
    50. David Vera, 2009. "How robust is the Fed reaction function to changes in the output-gap specification?," Applied Economics, Taylor & Francis Journals, vol. 43(9), pages 1059-1065.
    51. Hu, Ling & Phillips, Peter C. B., 2004. "Nonstationary discrete choice," Journal of Econometrics, Elsevier, vol. 120(1), pages 103-138, May.
    52. Fair, Ray C, 1978. "The Sensitivity of Fiscal Policy Effects to Assumptions about the Behavior of the Federal Reserve," Econometrica, Econometric Society, vol. 46(5), pages 1165-1179, September.
    53. Christopher A. Sims & Tao Zha, 2006. "Were There Regime Switches in U.S. Monetary Policy?," American Economic Review, American Economic Association, vol. 96(1), pages 54-81, March.
    54. Wright, Jonathan H., 2008. "Bayesian Model Averaging and exchange rate forecasts," Journal of Econometrics, Elsevier, vol. 146(2), pages 329-341, October.
    55. Wang, Jiahui & Zivot, Eric, 2000. "A Bayesian Time Series Model of Multiple Structural Changes in Level, Trend, and Variance," Journal of Business & Economic Statistics, American Statistical Association, vol. 18(3), pages 374-386, July.
    56. Abrams, Richard K & Froyen, Richard & Waud, Roger N, 1980. "Monetary Policy Reaction Functions, Consistent Expectations, and the Burns Era," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 12(1), pages 30-42, February.
    57. Pettenuzzo, Davide & Timmermann, Allan, 2011. "Predictability of stock returns and asset allocation under structural breaks," Journal of Econometrics, Elsevier, vol. 164(1), pages 60-78, September.
    58. Martin Bodenstein & Luca Guerrieri & Lutz Kilian, 2012. "Monetary Policy Responses to Oil Price Fluctuations," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 60(4), pages 470-504, December.
    59. Arora, Harjit K. & Smyth, David J., 1995. "Presidential regimes and the federal reserve's accommodation of federal budget deficits," The North American Journal of Economics and Finance, Elsevier, vol. 6(1), pages 53-63.
    60. Alan Greenspan, 2004. "Risk and Uncertainty in Monetary Policy," American Economic Review, American Economic Association, vol. 94(2), pages 33-40, May.
    61. Jean Boivin & Marc P. Giannoni, 2006. "Has Monetary Policy Become More Effective?," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 445-462, August.
    62. Ray C. Fair, 2001. "Actual Federal Reserve policy behavior and interest rate rules," Economic Policy Review, Federal Reserve Bank of New York, issue Mar, pages 61-72.
    63. Chung-Hua Shen & David R. Hakes & Kenneth Brown, 1999. "Time-Varying Response of Monetary Policy to Macroeconomic Conditions," Southern Economic Journal, John Wiley & Sons, vol. 65(3), pages 584-593, January.
    64. Chopin, Marc C. & Cole, C. Steven & Ellis, Michael A., 1996. "Congressional influence on U.S. monetary policy: A reconsideration of the evidence," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 561-570, December.
    65. Froyen, Richard T. & Havrilesky, Thomas & Waud, Roger N., 1997. "The Asymmetric Effects of Political Pressures on U.S. Monetary Policy," Journal of Macroeconomics, Elsevier, vol. 19(3), pages 471-493, July.
    66. Grier, Kevin B., 1991. "Congressional influence on U.S. monetary policy : An empirical test," Journal of Monetary Economics, Elsevier, vol. 28(2), pages 201-220, October.
    67. Hoffmann, Andreas, 2013. "Did the Fed and ECB react asymmetrically with respect to asset market developments?," Journal of Policy Modeling, Elsevier, vol. 35(2), pages 197-211.
    68. Thomas Havrilesky, 1967. "A Test of Monetary Policy Action," Journal of Political Economy, University of Chicago Press, vol. 75(3), pages 299-299.
    69. Tootell, Geoffrey M. B., 1999. "Whose monetary policy is it anyway?," Journal of Monetary Economics, Elsevier, vol. 43(1), pages 217-235, February.
    70. Taylor, John B., 1993. "Discretion versus policy rules in practice," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 39(1), pages 195-214, December.
    71. Jondeau E. & Le Bihan H. & Galles C., 2004. "Assessing Generalized Method-of-Moments Estimates of the Federal Reserve Reaction Function," Journal of Business & Economic Statistics, American Statistical Association, vol. 22, pages 225-239, April.
    72. Anders Møller Christensen & Heino Bohn Nielsen, 2009. "Monetary Policy in the Greenspan Era: A Time Series Analysis of Rules vs. Discretion," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 69-89, February.
    73. Simone Casellina & Mariacristina Uberti, 2008. "Optimal Monetary Policy and Long-term Interest Rate Dynamics: Taylor Rule Extensions," Computational Economics, Springer;Society for Computational Economics, vol. 32(1), pages 183-198, September.
    74. Mr. Michael Weber & Ms. Michaela Denk, 2011. "Avoid Filling Swiss Cheese with Whipped Cream: Imputation Techniques and Evaluation Procedures for Cross-Country Time Series," IMF Working Papers 2011/151, International Monetary Fund.
    75. Schwartz, Anna J., 2003. "Comment on: Historical monetary policy analysis and the Taylor rule," Journal of Monetary Economics, Elsevier, vol. 50(5), pages 1023-1027, July.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mark F. J. Steel, 2020. "Model Averaging and Its Use in Economics," Journal of Economic Literature, American Economic Association, vol. 58(3), pages 644-719, September.
    2. Kontana Dimitra & Fountas Stilianos, 2022. "Consumption, personal income, financial wealth, housing wealth, and long-term interest rates: a panel cointegration approach for 50 US states," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 26(3), pages 417-435, June.

    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.
    1. Aguiar-Conraria, Luis & Martins, Manuel M.F. & Soares, Maria Joana, 2018. "Estimating the Taylor rule in the time-frequency domain," Journal of Macroeconomics, Elsevier, vol. 57(C), pages 122-137.
    2. Shen, Chung-Hua & Lin, Kun-Li & Guo, Na, 2016. "Hawk or dove: Switching regression model for the monetary policy reaction function in China," Pacific-Basin Finance Journal, Elsevier, vol. 36(C), pages 94-111.
    3. Aymeric Ortmans, 2020. "Evolving Monetary Policy in the Aftermath of the Great Recession," Documents de recherche 20-01, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    4. Boivin, Jean, 2006. "Has U.S. Monetary Policy Changed? Evidence from Drifting Coefficients and Real-Time Data," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(5), pages 1149-1173, August.
    5. Travaglini, Guido, 2007. "The U.S. Dynamic Taylor Rule With Multiple Breaks, 1984-2001," MPRA Paper 3419, University Library of Munich, Germany, revised 15 Jun 2007.
    6. Castelnuovo, Efrem, 2016. "Modest macroeconomic effects of monetary policy shocks during the great moderation: An alternative interpretation," Journal of Macroeconomics, Elsevier, vol. 47(PB), pages 300-314.
    7. Ahmad, Saad, 2016. "A multiple threshold analysis of the Fed's balancing act during the Great Moderation," Economic Modelling, Elsevier, vol. 55(C), pages 343-358.
    8. Ravn Søren Hove, 2012. "Has the Fed Reacted Asymmetrically to Stock Prices?," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-36, June.
    9. Luís Francisco Aguiar-Conraria & Manuel M. F. Martins & Maria Joana Soares, 2014. "Analyzing the Taylor Rule with Wavelet Lenses," NIPE Working Papers 18/2014, NIPE - Universidade do Minho.
    10. Givens, Gregory E. & Salemi, Michael K., 2015. "Inferring monetary policy objectives with a partially observed state," Journal of Economic Dynamics and Control, Elsevier, vol. 52(C), pages 190-208.
    11. Käfer Benjamin, 2014. "The Taylor Rule and Financial Stability – A Literature Review with Application for the Eurozone," Review of Economics, De Gruyter, vol. 65(2), pages 159-192, August.
    12. Ceri Davies & Max Gillman & Michal Kejak, 2012. "Deriving the Taylor Principle when the Central Bank Supplies Money," CEU Working Papers 2012_13, Department of Economics, Central European University, revised 23 Jul 2012.
    13. Robert Tchaidze & Alina Carare, 2004. "The Use and Abuse of Taylor Rules: How precisely can we estimate them?," Econometric Society 2004 Latin American Meetings 132, Econometric Society.
    14. Emanuele Bacchiocchi & Efrem Castelnuovo & Luca Fanelli, 2014. "Gimme a break! Identification and estimation of the macroeconomic effects of monetary policy shocks in the U.S," "Marco Fanno" Working Papers 0181, Dipartimento di Scienze Economiche "Marco Fanno".
    15. Efrem Castelnuovo & Paolo Surico, 2005. "The Price Puzzle: Fact or Artefact?," Macroeconomics 0505015, University Library of Munich, Germany, revised 19 Jul 2005.
    16. Matthew Doyle & Jean-Paul Lam, 2010. "Is the New Keynesian Explanation of the Great Dis-Inflation Consistent with the Cross Country Data?," Working Papers 1010, University of Waterloo, Department of Economics, revised Oct 2010.
    17. John W. Keating & Logan J. Kelly & A. Lee Smith & Victor J. Valcarcel, 2019. "A Model of Monetary Policy Shocks for Financial Crises and Normal Conditions," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 51(1), pages 227-259, February.
    18. Yasuo Hirose & Takushi Kurozumi & Willem Van Zandweghe, 2020. "Monetary Policy and Macroeconomic Stability Revisited," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 37, pages 255-274, July.
    19. George Monokroussos, 2011. "Dynamic Limited Dependent Variable Modeling and U.S. Monetary Policy," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 519-534, March.
    20. Olivier Coibion & Yuriy Gorodnichenko, 2011. "Monetary Policy, Trend Inflation, and the Great Moderation: An Alternative Interpretation," American Economic Review, American Economic Association, vol. 101(1), pages 341-370, February.

    More about this item

    Keywords

    Fed; Monetary policy reaction functions; Model uncertainty; Bayesian model averaging; Parameter instability;
    All these keywords.

    JEL classification:

    • E43 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Interest Rates: Determination, Term Structure, and Effects
    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E58 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Central Banks and Their Policies

    Statistics

    Access and download statistics

    Corrections

    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:spr:empeco:v:52:y:2017:i:1:d:10.1007_s00181-016-1076-6. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.