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From | Angela C <aggela.christou@gmail.com> |
To | statalist@hsphsun2.harvard.edu |
Subject | Re: st: AW: Autocorrelation after xtdpdsys |
Date | Fri, 1 Feb 2013 16:53:02 +0200 |
Dear Jan, thank you very much, your remarks are more than useful. It still bothers me though, what if we have autocollelation of second or higher order? Is there a way (a command or routine) to correct it and take new autocorrelation-corrected coefficients? Regards, Angela 2013/2/1 Dithmer, Jan <jdithme@food-econ.uni-kiel.de>: > Dear Angela, > > as is stated in the help file of the program - help xtdpdsys - > artests(#) specifies the maximum order of the autocorrelation test to be calculated > It does not correct for anything, it is just a test for autocorrelation of different orders. > It looks fine in your case, as 1st order autocorrelation may be present but 2nd order must not, > for the model to be consistent. By the way, your number of instruments is very high. You may > want to cross-check your results when limiting the lags used for instrumentation and should also > test the validity of the employed instruments. > > Best, Jan > > -----Ursprüngliche Nachricht----- > Von: owner-statalist@hsphsun2.harvard.edu [mailto:owner-statalist@hsphsun2.harvard.edu] Im Auftrag von Angela C > Gesendet: Friday, February 01, 2013 2:20 AM > An: statalist@hsphsun2.harvard.edu > Betreff: st: Autocorrelation after xtdpdsys > > I am using xtdpdsys to estimate a panel with N=27 and T=17. > > the results come out as follows > > xtdpdsys Deb Gr INT, lags(1) vce(robust) artests(2) > > System dynamic panel-data estimation Number of obs = 430 > Group variable: CTY Number of groups = 27 > Time variable: Year > Obs per group: min = 14 > avg = 15.92593 > max = 16 > > Number of instruments = 138 Wald chi2(3) = 677.64 > Prob > chi2 = 0.0000 > One-step results > ------------------------------------------------------------------------------ > | Robust > Deb | Coef. Std. Err. z P>|z| [95% Conf. Interval] > -------------+---------------------------------------------------------- > -------------+------ > Deb | > L1. | 1.091666 .0627754 17.39 0.000 .9686287 1.214704 > | > Gr | -104.3667 16.53084 -6.31 0.000 -136.7665 -71.96683 > INT | -1.38898 .4177452 -3.32 0.001 -2.207746 -.5702147 > _cons | 2.437429 2.130174 1.14 0.253 -1.737636 6.612494 > ------------------------------------------------------------------------------ > Instruments for differenced equation > GMM-type: L(2/.).Deb > Standard: D.Gr D.INT > Instruments for level equation > GMM-type: LD.Deb > Standard: _cons > > > > I then run the Arellano-Bond postestimation test and stata returns: > > Arellano-Bond test for zero autocorrelation in first-differenced errors > +-----------------------+ > |Order | z Prob > z| > |------+----------------| > | 1 |-3.4443 0.0006 | > | 2 |-.37263 0.7094 | > +-----------------------+ > H0: no autocorrelation > > According to my model, the 2nd order autocorrelation appearing in the test has been corrected by the programme (I set artests(2))? > > If it was not corrected, is there a way to correct it afterwards and take new, corrected coefficients? > > Thank you. > * > * For searches and help try: > * http://www.stata.com/help.cgi?search > * http://www.stata.com/support/faqs/resources/statalist-faq/ > * http://www.ats.ucla.edu/stat/stata/ > > * > * For searches and help try: > * http://www.stata.com/help.cgi?search > * http://www.stata.com/support/faqs/resources/statalist-faq/ > * http://www.ats.ucla.edu/stat/stata/ * * For searches and help try: * http://www.stata.com/help.cgi?search * http://www.stata.com/support/faqs/resources/statalist-faq/ * http://www.ats.ucla.edu/stat/stata/