2013-05-31Buch DOI: 10.18452/4471
Comparison of Methods for Constructing Joint Confidence Bands for Impulse Response Functions
In vector autoregressive analysis confidence intervals for individual impulse responses are typically reported to indicate the sampling uncertainty in the estimation results. A range of methods are reviewed and a new proposal is made for constructing joint confidence bands, given a prespecifed coverage level, for the impulse responses at all horizons considered simultaneously. The methods are compared in a simulation experiment and recommendations for empirical work are provided.
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Is Part Of Series: Sonderforschungsbereich 649: Ökonomisches Risiko - 31, SFB 649 Papers, ISSN:1860-5664