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Estimating Orthogonal Impulse Responses via Vector Autoregressive Models

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Author Info
L?tkepohl, Helmut
Poskitt, D.S.
Abstract

Impulse response functions from time series models are standard tools for analyzing the relationship between economic variables. The asymptotic distribution of orthogonalized impulse responses is derived under the assumption that finite order vector autoregressive (VAR) models are fitted to time series generated by possibly infinite order processes. The resulting asymptotic distributions of forecast error variance decompositions are also given.

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File URL: http://journals.cambridge.org/abstract_S0266466600004722
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Publisher Info
Article provided by Cambridge University Press in its journal Econometric Theory.

Volume (Year): 7 (1991)
Issue (Month): 04 (December)
Pages: 487-496
Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Handle: RePEc:cup:etheor:v:7:y:1991:i:04:p:487-496_00

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  1. Kilian, Lutz & Kim, Yun Jung, 2009. "Do Local Projections Solve the Bias Problem in Impulse Response Inference?," CEPR Discussion Papers 7266, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
  2. H. L"Utkepohl & P. Saikkonen, . "Impulse Response Analysis in Infinite Order Cointegrated Vector Autoregressive Processes," Sonderforschungsbereich 373 1995-11, Humboldt Universitaet Berlin.
    Other versions:
  3. John Galbraith & Aman Ullah & Victoria Zinde-Walsh, 2002. "Estimation Of The Vector Moving Average Model By Vector Autoregression," Econometric Reviews, Taylor and Francis Journals, vol. 21(2), pages 205-219. [Downloadable!] (restricted)
  4. P. Saikkonen & H. L"Utkepohl, . "Asymptotic Inference on Nonlinear Functions of the Coefficients of Infinite Order Cointegated VAR Processes," Sonderforschungsbereich 373 1995-66, Humboldt Universitaet Berlin.
  5. Hall, Alastair & Inoue, Atsushi & Nason M, James & Rossi, Barbara, 2007. "Information Criteria for Impulse Response Function Matching Estimation of DSGE Models," Working Papers 07-04, Duke University, Department of Economics. [Downloadable!]
    Other versions:
  6. H. Lütkepohl, . "Bootstrapping Impulse Responses in VAR Analyses," Sonderforschungsbereich 373 2000-22, Humboldt Universitaet Berlin.
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