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Structural Change in the Deterministic and Stochastic Part of VECM. I(1) and I(2) Case

Author

Listed:
  • Michał Majsterek

    (University of Lodz)

  • Emilia Gosińska

    (University of Lodz)

Abstract

The paper analyses the consequences of structural change in the presence of non-stationary stochastic processes I(1) or I(2). The structural change may concern the deterministic structure (in particular, the trend and the constant term) as well as the process generating the stochastic part. The focus of the paper is on the case of a discrete change in a regime for which the moment of switch is known. A change in the deterministic part does not alter the character of the cointegration relationships but its consequences for cotrending and cobreaking are interesting. The consequences of a change in the stochastic part are more complex, because then the stochastic process as well as the deterministic structure of the VECM are modified. The restrictions are analysed for both cases.

Suggested Citation

  • Michał Majsterek & Emilia Gosińska, 2020. "Structural Change in the Deterministic and Stochastic Part of VECM. I(1) and I(2) Case," Central European Journal of Economic Modelling and Econometrics, Central European Journal of Economic Modelling and Econometrics, vol. 12(4), pages 317-345, December.
    • Handle: RePEc:psc:journl:v:12:y:2020:i:4:p:317-345
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    References listed on IDEAS

    as
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    More about this item

    Keywords

    structural change; DGP; cointegration; VAR model;
    All these keywords.

    JEL classification:

    • C01 - Mathematical and Quantitative Methods - - General - - - Econometrics
    • C32 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes; State Space Models
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection

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