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Structural Analysis of Vector Autoregressive Models

Christis Katsouris

arXiv 11 Dec 2023 · Econometrics

arXiv:2312.06402 · PDF · DOI · OpenAlex · Extracted main text

Abstract

This set of lecture notes discuss key concepts for the Structural Analysis of Vector Autoregressive models for the teaching of a course on Applied Macroeconometrics with Advanced Topics.

Citation extraction

338
references
467
in-text mentions
338
distinct cited
3
self-citations
51,147
main-text words

appendix boundary found by appendix_command · 92% of the source is main text. Read the extracted text to check this.

Most heavily cited references

The works this paper leans on most, across its whole bibliography — not restricted to papers in our corpus. Ranked by composite intensity, which combines how often a work is mentioned, how many sections mention it, and how much of that falls in the main text rather than the appendix.

ReferenceIntensityMentionsSectionsMain text
1Lanne, M., Meitz, M., and Saikkonen, P (2017) Identification and estimation of non-gaussian structural vector autoregressions1.000123100%
2Gouriéroux, C., Monfort, A., and Renne, J.-P (2020) Identification and estimation in non-fundamental structural varma models0.92843100%
3Gafarov, B., Meier, M., and Montiel Olea, J. L (2018) Delta-method inference for a class of set-identified svars0.87452100%
4Blanchard, O. J. and Quah, D (1988) The dynamic effects of aggregate demand and supply disturbances0.8434375%
5Pesaran, M. H., Shin, Y., and Smith, R. J (2000) Structural analysis of vector error correction models with exogenous i (1) variables0.84333100%
6Stock, J. H. and Watson, M. W (2018) Identification and estimation of dynamic causal effects in macroeconomics using external instruments0.81142100%
7Hamilton, J. D (1994) Time series analysis0.73732100%
8Hausman, J. A. and Taylor, W. E (1983) Identification in linear simultaneous equations models with covariance restrictions: An instrumental variables interpretation0.73732100%
9Lanne, M., Lütkepohl, H., and Maciejowska, K (2010) Structural vector autoregressions with markov switching0.73732100%
10Mertens, K. and Ravn, M. O (2013) The dynamic effects of personal and corporate income tax changes in the united states0.73732100%

Showing the top 10 of 338 scored citations.