single equation GMM, too much different results

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maxchen
Posts: 191
Joined: Fri Oct 10, 2008 4:03 pm

single equation GMM, too much different results

Postby maxchen » Thu Jun 23, 2011 7:37 am

Ver: EViews7Patch_062211.exe

Code: Select all

%ex7 = "\Example Files\EV7 Manual Data\" %ch20 = "Chapter 20 - Instrumental Variables and GMM" %wf = @evpath + %ex7 +%ch20 +"\klein.wf1" wfopen %wf equation eq02 c = 0 eq02.gmm(method=cue,instwgt=hac,instlag=1,instkern=thann,instbw=andrews,nodf,deriv=aa) i c y y(-1) k(-1) @ c p(-1) k(-1) x(-1) tm wg g t freeze(tb020) eq02.output c = 1 eq02.gmm(method=cue,instwgt=hac,instlag=1,instkern=thann,instbw=andrews,nodf,deriv=aa) i c y y(-1) k(-1) @ c p(-1) k(-1) x(-1) tm wg g t freeze(tb021) eq02.output
the only different is the value of built-in C. However, compare the results, they use different bandwidth, and what is more, most of the betas in tb020 are not significant, but all are significant in tb021, and with signs change.

EViews Gareth
Fe ddaethom, fe welon, fe amcangyfrifon
Posts: 13604
Joined: Tue Sep 16, 2008 5:38 pm

Re: single equation GMM, too much different results

Postby EViews Gareth » Mon Jun 27, 2011 9:40 am

Simply a starting value issue, at a guess. CUE is incredibly sensitive to starting values, plus you only have 21 observations which is going to make any optimisation problematic. You'll note that if you don't use CUE, the equations appear to perform much more "nicely".

maxchen
Posts: 191
Joined: Fri Oct 10, 2008 4:03 pm

Re: single equation GMM, too much different results

Postby maxchen » Mon Jun 27, 2011 5:43 pm

but even with showopts option, it does not show the starting value

Code: Select all

eq02.gmm(method=cue,instwgt=hac,instlag=1,instkern=thann,instbw=andrews,nodf,deriv=aa,showopts) i c y y(-1) k(-1) @ c p(-1) k(-1) x(-1) tm wg g t


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