use quantities derived from the parameters to disentangle the relationships between the variables. Bootstrap methods are … often used for inference on the derived quantities. Alternative bootstrap methods for this purpose are discussed, some … problems are presented. -- Impulse response ; bootstrap ; vector autoregression ; confidence interval …