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Inflated Ordered Outcomes

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Abstract

We extend Harris and Zhao (2007) by proposing a (Panel) Inflated Ordered Probit model, and demonstrate its usefulness by applying it to Bank of England Monetary Policy Committee voting data.

Suggested Citation

  • Robert Brooks & Mark N. Harris & Christopher Spencer, 2012. "Inflated Ordered Outcomes," Discussion Paper Series 2012_09, Department of Economics, Loughborough University, revised Oct 2012.
  • Handle: RePEc:lbo:lbowps:2012_09
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    1. Silvia Fabiani & Martine Druant & Ignacio Hernando & Claudia Kwapil & Bettina Landau & Claire Loupias & Fernando Martins & Thomas Mathä & Roberto Sabbatini & Harald Stahl & Ad Stokman, 2006. "What Firms' Surveys Tell Us about Price-Setting Behavior in the Euro Area," International Journal of Central Banking, International Journal of Central Banking, vol. 2(3), September.
    2. Aoki, Kosuke, 2003. "On the optimal monetary policy response to noisy indicators," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 501-523, April.
    3. Budd, Alan, 1998. "The Role and Operations of the Bank of England Monetary Policy Committee," Economic Journal, Royal Economic Society, vol. 108(451), pages 1783-1794, November.
    4. Petra Gerlach-Kristen, 2009. "Outsiders at the Bank of England's MPC," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 41(6), pages 1099-1115, September.
    5. Harris, Mark N. & Zhao, Xueyan, 2007. "A zero-inflated ordered probit model, with an application to modelling tobacco consumption," Journal of Econometrics, Elsevier, vol. 141(2), pages 1073-1099, December.
    6. Timothy Besley & Neil Meads & Paolo Surico, 2008. "Insiders versus Outsiders in Monetary Policymaking," American Economic Review, American Economic Association, vol. 98(2), pages 218-223, May.
    7. Mark N. Harris & Christopher Spencer, 2009. "The Policy Choices and Reaction Functions of Bank of England MPC Members," Southern Economic Journal, John Wiley & Sons, vol. 76(2), pages 482-499, October.
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    Citations

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    Cited by:

    1. William H.Greene & Max Gillman & Mark N. Harris & Christopher Spencer, 2013. "The Tempered Ordered Probit (TOP) model with an application to monetary policy," Discussion Paper Series 2013_10, Department of Economics, Loughborough University, revised Sep 2013.
    2. Sirchenko Andrei, 2012. "A model for ordinal responses with an application to policy interest rate," EERC Working Paper Series 12/13e, EERC Research Network, Russia and CIS.
    3. Cour-Thimann, Philippine & Jung, Alexander, 2020. "Interest rate setting and communication at the ECB," Working Paper Series 2443, European Central Bank.
    4. William H Greene & Mark N Harris & Christopher Spencer, 2013. "Estimating the Standard Errors of Individual-Specific Parameters in Random Parameters Models," Bankwest Curtin Economics Centre Working Paper series WP1309, Bankwest Curtin Economics Centre (BCEC), Curtin Business School.
    5. David Dale & Andrei Sirchenko, 2021. "Estimation of nested and zero-inflated ordered probit models," Stata Journal, StataCorp LP, vol. 21(1), pages 3-38, March.
    6. Seibert, Armin & Sirchenko, Andrei & Müller, Gernot, 2021. "A model for policy interest rates," Journal of Economic Dynamics and Control, Elsevier, vol. 124(C).
    7. Belderbos, Rene & Ikeuchi, Kenta & Fukao, Kyoji & Kim, Young Gak & Kwon, Hyeog Ug, 2013. "Plant Productivity Dynamics and Private and Public R&D Spillovers: Technological, Geographic and Relational Proximity," CEI Working Paper Series 2013-05, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    8. Jung, Alexander & El-Shagi, Makram, 2015. "Has the publication of minutes helped markets to predict the monetary policy decisions of the Bank of England's MPC?," Working Paper Series 1808, European Central Bank.
    9. El-Shagi, Makram & Jung, Alexander, 2015. "Have minutes helped markets to predict the MPC's monetary policy decisions?," European Journal of Political Economy, Elsevier, vol. 39(C), pages 222-234.
    10. Firrell, Alastair & Reinold, Kate, 2020. "Uncertainty and voting on the Bank of England’s Monetary Policy Committee," Bank of England working papers 898, Bank of England.

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    More about this item

    Keywords

    Panel Inflated Ordered Probit; random effects; inflated outcomes; voting; Monetary Policy Committee;
    All these keywords.

    JEL classification:

    • E5 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit
    • C3 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables

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