multicollinearity concerns panel data across section or with

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startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: multicollinearity concerns panel data across section or

Postby startz » Thu Nov 13, 2014 9:43 am

I misunderstood. Using a lagged dependent variable may be okay, but how do you know that it eliminates serial correlation?

Wouter van der Stee
Posts: 15
Joined: Wed May 22, 2013 8:56 am

Re: multicollinearity concerns panel data across section or

Postby Wouter van der Stee » Thu Nov 13, 2014 9:46 am

Durbin Watson, or is that not a valid test if a lagged independent variable in included on teh right hand side? If so, is Durbin Watson a valid test for ar(1) included?

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: multicollinearity concerns panel data across section or

Postby startz » Thu Nov 13, 2014 9:51 am

Durbin-Watson is not a valid test in this circumstance. Use the Breusch-Godfrey test under View/Residual Diagnostics/Serial Correlation and set to 1 lag

Wouter van der Stee
Posts: 15
Joined: Wed May 22, 2013 8:56 am

Re: multicollinearity concerns panel data across section or

Postby Wouter van der Stee » Thu Nov 13, 2014 9:59 am

That's not possible when running a GARCH(1,1) model. I use Eviews 7. The only test available is the ARCH LM test under this window...

startz
Non-normality and collinearity are NOT problems!
Posts: 3798
Joined: Wed Sep 17, 2008 2:25 pm

Re: multicollinearity concerns panel data across section or

Postby startz » Thu Nov 13, 2014 11:10 am

That's not possible when running a GARCH(1,1) model. I use Eviews 7. The only test available is the ARCH LM test under this window...
I'm not sure what to suggest as a work around, as the DW can be wildly off in this circumstance. My guess is that you should stick with using AR(1).

Wouter van der Stee
Posts: 15
Joined: Wed May 22, 2013 8:56 am

Re: multicollinearity concerns panel data across section or

Postby Wouter van der Stee » Fri Nov 14, 2014 1:27 am

Startz,

Thank you very much for your time! Helped me a lot.

Wouter


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