VAR, Monte Carlo, Fan Charts
Posted: Wed Aug 21, 2013 11:01 am
Hello,
I have a base line equation, which is my debt path equation. From this equation, I would like to to run a VAR model, using variables which effect this debt path equation. I will use past data and my forecasted data will given by an external source. Is it correct, that if I have this data, ordered by year, for each variable, in excel, I can just import it into eviews to create a new workfile? Then all I have to do is open them as a VAR model?
Secondly, I would like to, using the variance-covariance matrix of errors from the VAR model, simulate stochastic shocks using the monte carlo simulation method and cholesky decomposition option. It is correct that all I have to do is a impulse response function, choosing monte carlo and "choelsky ordering-dof adjusted"? Should I chose to have accumulated responses?
Then, I understand, I will have lots of different values for my variables in my VAR for each year. I would like to take these values, and put the relevant ones into my debt path equation - so I will have lots of different debt paths for each year, which will center around my initial baseline equation. I do not understand the output I am shown from the impulse response function? Regarding my next step (see below) is it best that I recieve the output as a table? If so, I do not understand what this table means :(
Then, using these values for my debt path, at each year, I would like to create a frequency distribution and confidence intervals around my baseline, to eventually, create a fan chart. As I do not understand the step above, I do not know how to do this either. Do I need to create a new workfile, to put my new values into my debt path equation? However, I believe, once I have put my values back into my debt path equation, it would be best to then do the fan chart in excel?
Please can anyone help, I am really struggling and this work is for my masters dissertation.
Thank you in advance! Let me know if you have any questions or I am not being very clear.
Niamh
I have a base line equation, which is my debt path equation. From this equation, I would like to to run a VAR model, using variables which effect this debt path equation. I will use past data and my forecasted data will given by an external source. Is it correct, that if I have this data, ordered by year, for each variable, in excel, I can just import it into eviews to create a new workfile? Then all I have to do is open them as a VAR model?
Secondly, I would like to, using the variance-covariance matrix of errors from the VAR model, simulate stochastic shocks using the monte carlo simulation method and cholesky decomposition option. It is correct that all I have to do is a impulse response function, choosing monte carlo and "choelsky ordering-dof adjusted"? Should I chose to have accumulated responses?
Then, I understand, I will have lots of different values for my variables in my VAR for each year. I would like to take these values, and put the relevant ones into my debt path equation - so I will have lots of different debt paths for each year, which will center around my initial baseline equation. I do not understand the output I am shown from the impulse response function? Regarding my next step (see below) is it best that I recieve the output as a table? If so, I do not understand what this table means :(
Then, using these values for my debt path, at each year, I would like to create a frequency distribution and confidence intervals around my baseline, to eventually, create a fan chart. As I do not understand the step above, I do not know how to do this either. Do I need to create a new workfile, to put my new values into my debt path equation? However, I believe, once I have put my values back into my debt path equation, it would be best to then do the fan chart in excel?
Please can anyone help, I am really struggling and this work is for my masters dissertation.
Thank you in advance! Let me know if you have any questions or I am not being very clear.
Niamh