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

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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Argitaratua izan da:MAGKS - Joint Discussion Paper Series in Economics (Band 16-2016)
Egile Nagusiak: Lütkepohl, Helmut, Staszewska-Bystrova, Anna, Winker, Peter
Formatua: Artikulua
Hizkuntza:ingelesa
Argitaratua: Philipps-Universität Marburg 2016
Gaiak:
joint con�dence bands
Wirtschaft
highest density region, vector autoregressive process
Impulse responses
Economics
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MAGKS - Joint Discussion Paper Series in Economics

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