Endogenous and Exogenous variables

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EF00
Posts: 19
Joined: Tue Oct 29, 2024 6:33 am

Endogenous and Exogenous variables

Postby EF00 » Mon Jan 13, 2025 4:21 am

I have two OLS equations for the dependent variables X and Y. In the equation for X, Y is one of the explanatory variables, and in the equation for Y, X is one of the explanatory variables. Both equations pass the tests for heteroscedasticity and autocorrelation. Can I keep these two equations in my model (model_base within model_solve)?

Thanks!!

startz
Non-normality and collinearity are NOT problems!
Posts: 3796
Joined: Wed Sep 17, 2008 2:25 pm

Re: Endogenous and Exogenous variables

Postby startz » Mon Jan 13, 2025 1:51 pm

Autocorrelation and heteroskedasticity have nothing to do with endogeneity.

You almost certainly cannot estimate both equations by OLS.

EF00
Posts: 19
Joined: Tue Oct 29, 2024 6:33 am

Re: Endogenous and Exogenous variables

Postby EF00 » Tue Jan 14, 2025 1:08 am

Thank you for your clarification. Do you have any recommendations (alternative methods like IV) ?

startz
Non-normality and collinearity are NOT problems!
Posts: 3796
Joined: Wed Sep 17, 2008 2:25 pm

Re: Endogenous and Exogenous variables

Postby startz » Tue Jan 14, 2025 6:55 am

IV would make sense.


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