Endogenous & Exogenous Variables

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brennan6738
Posts: 31
Joined: Tue Sep 08, 2009 1:28 pm

Endogenous & Exogenous Variables

Postby brennan6738 » Sun Sep 20, 2009 11:44 am

Can someone shed some light for me as to the difference between endogenous and exogenous variables when estimating a VAR? I am trying to forecast treasury rates, and I want to forecast the rates using GDP, Inflation, the Dollar, etc. Does this mean that I enter the rate I want to forecast as endogenous and my independent variables (GDP, Inflation, etc.) as exogenous? If I do that it only seems to show one coefficent for ech independent variable when I would think I want to capture the prior relationships of my independent variables and the rate I wish to forercast. Anyone have a suggestion?

startz
Non-normality and collinearity are NOT problems!
Posts: 3797
Joined: Wed Sep 17, 2008 2:25 pm

Re: Endogenous & Exogenous Variables

Postby startz » Sun Sep 20, 2009 12:48 pm

Remember that to forecast you need the future values of the variables. The endogenous variables are forecast by the var. The exogenous variables you have to supply future values for. (Note, this is the var forecasting interpretation. The meanings are different in structural estimation.)

hum2004
Posts: 12
Joined: Tue Apr 07, 2009 6:46 am

Re: Endogenous & Exogenous Variables

Postby hum2004 » Wed Sep 23, 2009 11:49 am

hi,
if you estimate a VAR, use block exogenity test / granger causality. If you are working with a VECM (which I asume you do as i suppose that rates are I(1), test the significance of the loading coefficients. Without knowing your data / model, i would suggest that GDP is exogenous, as it most likely is I(0).


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