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Specification Testing of Markov Switching Models

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Author Info
Robert Breunig
Serinah Najarian
Adrian Pagan

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Abstract

This paper proposes a set of formal tests to address the goodness-of-fit of Markov switching models. These formal tests are constructed as tests of model consistency and of both parametric and non-parametric encompassing. The formal tests are then combined with informal tests using simulation in combination with non-parametric density and conditional mean estimation. The informal tests are shown to be useful in shedding light on the failure (or success) of the encompassing tests. Several examples are provided. Copyright 2003 Blackwell Publishing Ltd.

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File URL: http://www.blackwell-synergy.com/doi/abs/10.1046/j.0305-9049.2003.00093.x
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Publisher Info
Article provided by Department of Economics, University of Oxford in its journal Oxford Bulletin of Economics & Statistics.

Volume (Year): 65 (2003)
Issue (Month): s1 (December)
Pages: 703-725
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Handle: RePEc:bla:obuest:v:65:y:2003:i:s1:p:703-725

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  3. Robert Breunig & Alison Stegman, 2003. "Testing for Regime Switching in Singaporean Business Cycles," Departmental Working Papers 2003-20, Australian National University, Economics RSPAS. [Downloadable!]
  4. Chin Nam Low & Heather Anderson & Ralph Snyder, 2006. "Beveridge-Nelson Decomposition with Markov Switching," Melbourne Institute Working Paper Series wp2006n14, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
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  5. Teräsvirta, Timo, 2005. "Forecasting economic variables with nonlinear models," Working Paper Series in Economics and Finance 598, Stockholm School of Economics, revised 29 Dec 2005. [Downloadable!]
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  6. Monica Billio & Jacques Anas & Laurent Ferrara & Marco Lo Duca, 2007. "Business Cycle Analysis with Multivariate Markov Switching Models," Working Papers 2007_32, University of Venice "Ca' Foscari", Department of Economics. [Downloadable!]
  7. Serwa, Dobromił, 2007. "Banking crises and nonlinear linkages between credit and output," MPRA Paper 5946, University Library of Munich, Germany. [Downloadable!]
  8. James Morley & Jeremy M. Piger, 2005. "The importance of nonlinearity in reproducing business cycle features," Working Papers 2004-032, Federal Reserve Bank of St. Louis. [Downloadable!]
  9. Buncic, Daniel, 2008. "A note on long horizon forecasts of nonlinear models of real exchange rates: Comments on Rapach and Wohar (2006)," MPRA Paper 6904, University Library of Munich, Germany. [Downloadable!]
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  10. Qin Xiao & Randolph Gee Kwang Tan, 2006. "Markov-switching Unit Root Test: A study of the Property Price Bubbles in Hong Kong and Seoul," Economic Growth centre Working Paper Series 0602, Nanyang Technolgical University, School of Humanities and Social Sciences, Economic Growth centre. [Downloadable!]
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