Please use this identifier to cite or link to this item: http://hdl.handle.net/10419/183171
Authors: 
Lütkepohl, Helmut
Staszewska-Bystrova, Anna
Winker, Peter
Year of Publication: 
2018
Series/Report no.: 
DIW Discussion Papers 1762
Abstract: 
Methods for constructing joint confidence bands for impulse response functions which are commonly used in vector autoregressive analysis are reviewed. While considering separate intervals for each horizon individually still seems to be the most common approach, a substantial number of methods have been proposed for making joint inferences about the complete impulse response paths up to a given horizon. A structured presentation of these methods is provided. Furthermore, existing evidence on the small-sample performance of the methods is gathered. The collected information can help practitioners to decide on a suitable confidence band for a structural VAR analysis.
Subjects: 
impulse responses
vector autoregressive model
joint confidence bands
JEL: 
C32
Document Type: 
Working Paper
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