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To investigate how economies, financial markets or institutions can deal with stress, we nowadays often analyze the effects of shocks conditional on a recession or a bear market. MSVAR models are ideally suited for such analyses because they combine gradual movement with sudden switches. In this...
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An n-variable structural vector auto-regression (SVAR) can be identified (up to shock order) from the evolution of the … process. I propose a new identification argument that identifies the SVAR up to shock orderings using the autocovariance … structure of second moments of the residuals implied by an arbitrary stochastic process for the shock variances. These higher …
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A growing literature uses changes in residual volatility for identifying structural shocks in vector autoregressive (VAR) analysis. A number of different models for heteroskedasticity or conditional heteroskedasticity are proposed and used in applications in this context. This study reviews the...
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