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Estimating Deterministically Time-Varying Variances in Regression Models

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Author Info
George Kapetanios () (Queen Mary, University of London)
Abstract

The problem of structural change justifiably attracts considerable attention in econometrics. A number of different paradigms have been adopted ranging from structural breaks which are sudden and rare to time varying coefficient models which exhibit structural change more frequently and continuously. This paper is concerned with parametric econometric models whose coefficients change deterministically and smoothly over time. In particular we provide a new estimator for unconditional time varying variances in regression models. A small Monte Carlo study indicates that the method works reasonably well for moderately large sample sizes.

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Paper provided by Queen Mary, University of London, Department of Economics in its series Working Papers with number 540.

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Date of creation: May 2005
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Handle: RePEc:qmw:qmwecw:wp540

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Related research
Keywords: Structural change; Non-stationarity; Deterministic time-variation;

Find related papers by JEL classification:
C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - General
C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods

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