Arbeitspapier

Problems related to bootstrapping impulse responses of autoregressive processes

Bootstrap confidence intervals for impulse responses computed from autoregressive processes are considered. A detailed analysis of the methods in current use shows that they are not very reliable in some cases. In particular, there are theoretical reasons for them to have actual coverage probabilities which deviate considerably from the nominal level in some situations of practical importance. For a simple case alternative bootstrap methods are proposed which provide correct results asymptotically.

Language
Englisch

Bibliographic citation
Series: SFB 373 Discussion Paper ; No. 1997,85

Classification
Wirtschaft

Event
Geistige Schöpfung
(who)
Benkwitz, Alexander
Lütkepohl, Helmut
Neumann, Michael H.
Event
Veröffentlichung
(who)
Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes
(where)
Berlin
(when)
1997

Handle
URN
urn:nbn:de:kobv:11-10064641
Last update
10.03.2025, 11:41 AM CET

Data provider

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Object type

  • Arbeitspapier

Associated

  • Benkwitz, Alexander
  • Lütkepohl, Helmut
  • Neumann, Michael H.
  • Humboldt University of Berlin, Interdisciplinary Research Project 373: Quantification and Simulation of Economic Processes

Time of origin

  • 1997

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