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  • Is it reasonable to use ar1 option in xtgls although there is no autocorrelation?

    I've run heteroscedasticity and autocorrelation test on the fixed effects model and it turns out that my residuals have heteroscedasticity. Therefore, I used FGLS to fix the problem. The result when using panels(h) option contains 4 significant variables out of 8, whereas the result when panels(h) corr(ar1) is used has all 8 variables significant. Should I use that corr(ar1) option in xtgls although there is no autocorrelation? The signs of the models are the same. I'd really appreciate your help.
    Last edited by Nguyen Tr; 13 Dec 2021, 09:25.

  • #2
    Nguyen:
    welcome to this forum.
    Are you dealing with a N>T or a T>N panel dataset (N=cross-sectional dimension; T=time-series dimension)?
    Kind regards,
    Carlo
    (StataNow 18.5)

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