A Cumulative Variance Decomposition?
Posted: Wed Apr 28, 2010 8:40 pm
Dear Estima:
Let's say I estimate a structural VAR with the variables in log-differences. I then accumulate the impulse response functions so that they are back in levels. Now if I estimate the variance decomposition for the same model the forecast error decomposition will based on the log-differenced data used in the VAR. Thus, I am creating VDC for the differenced data, correct? If so, is there a way to estimate the VDC for the level data using the VAR model with the diffferenced data? In other words, can I estimate the forecast error decomposition for the levels even if I estimate the model in differences?
Thanks.
Let's say I estimate a structural VAR with the variables in log-differences. I then accumulate the impulse response functions so that they are back in levels. Now if I estimate the variance decomposition for the same model the forecast error decomposition will based on the log-differenced data used in the VAR. Thus, I am creating VDC for the differenced data, correct? If so, is there a way to estimate the VDC for the level data using the VAR model with the diffferenced data? In other words, can I estimate the forecast error decomposition for the levels even if I estimate the model in differences?
Thanks.