One of the leading methods of estimating the structural parameters of DSGE mod- els is the VAR-based impulse response … response parameters exceeds the number of VAR model parameters. Situations in which this order condition is violated arise …

We derive a framework for asymptotically valid inference in stable vector autoregressive (VAR) models with conditional … heteroskedasticity of unknown form. We prove a joint central limit theorem for the VAR slope parameter and innovation covariance … parameter estimators and address bootstrap inference as well. Our results are important for correct inference on VAR statistics …