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    Higher moments of MSVARs and the business cycle

    Karalis Isaac, Alexander (2014) Higher moments of MSVARs and the business cycle. Working Paper. Birkbeck, University of London, London, UK.

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    Abstract

    I derive the first four moments of the Markov-switching VAR and use the results to reconsider the con ict between the Great Moderation and Financial Crisis literatures. In contrast to the linear model, a three-regime Markov-switching model captures the skewness and kurtosis of US GDP growth 1954-2011. However, a specification with four regimes splits the sample in 1984, a result familiar from the Great Moderation literature. The higher moments of the MSVAR, not previously studied in the literature, reveal the Great Moderation to be a trade off between variance and kurtosis. U.S. GDP growth shifts from an almost Gaussian structure 1954-84 into a pattern with low variance, negative skewness and high kurtosis. The Markov-switching model which splits the sample accurately captures the new moment structure.

    Metadata

    Item Type: Monograph (Working Paper)
    Additional Information: BCAM 1405; ISSN 1745-8587
    School: Birkbeck Schools and Departments > School of Business, Economics & Informatics > Economics, Mathematics and Statistics
    Research Centre: Applied Macroeconomics, Birkbeck Centre for
    Depositing User: Administrator
    Date Deposited: 21 Mar 2019 16:24
    Last Modified: 30 Jul 2019 05:22
    URI: http://eprints.bbk.ac.uk/id/eprint/26600

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