Calculating Joint Confidence Bands for Impulse Response Functions using Highest Density Regions

This paper proposes a new non-parametric method of constructing joint confidence bands for impulse response functions of vector autoregressive models.The estimation uncertainty is captured by means of bootstrapping and the highest density region (HDR) approach is used to construct the bands. A Mont...

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發表在:MAGKS - Joint Discussion Paper Series in Economics (Band 16-2016)
Autoren: Lütkepohl, Helmut, Staszewska-Bystrova, Anna, Winker, Peter
格式: Artikel
語言:英语
出版: Philipps-Universität Marburg 2016
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