Correct for Autocorrelation
Posted: Sun Jul 15, 2012 3:15 pm
Hi,
My data: I have panel data. Each individual rated 5 brands on 1 attribute and overall satisfaction. I want to pool across brands and individuals and estimate via OLS.
(My regression function is: AttributeRating= AverageAttributeRating + OverallSatisfactionRating
Since each individual rated each of the 5 brands, my errors are not IID.
So I need to correct for autocorrelation&heteroskedasticity.
The latter one is easy (I just tick the box), but how do I correct for autocorrelation?
I read so many different approaches (eg. AR(1)) and don't know what is the right solution for me.
Thank you in advance for your advice!
My data: I have panel data. Each individual rated 5 brands on 1 attribute and overall satisfaction. I want to pool across brands and individuals and estimate via OLS.
(My regression function is: AttributeRating= AverageAttributeRating + OverallSatisfactionRating
Since each individual rated each of the 5 brands, my errors are not IID.
So I need to correct for autocorrelation&heteroskedasticity.
The latter one is easy (I just tick the box), but how do I correct for autocorrelation?
I read so many different approaches (eg. AR(1)) and don't know what is the right solution for me.
Thank you in advance for your advice!