Dear Members,
I would like to perform an instrumental-variables regression in which I would like to use LOGameanPOP, LOG2ameanPOP, LOGameanGDP and LOG2ameanGDP as instruments for the endogenous variables LOGhhi and LOGroutetotalpassengers. However, when I perform the regression and look at the results, I notice that the exogenous variables (LCCdummy, ULCCdummy, LOGLCCmshare and LOGULCCmshare) are also included as instruments. I do not why this happens or how I could solve this. I am using Stata/MP 14 (64-bit). The results are shown below:
Is there anyone who can help me out?
Kind regards,
Tom
I would like to perform an instrumental-variables regression in which I would like to use LOGameanPOP, LOG2ameanPOP, LOGameanGDP and LOG2ameanGDP as instruments for the endogenous variables LOGhhi and LOGroutetotalpassengers. However, when I perform the regression and look at the results, I notice that the exogenous variables (LCCdummy, ULCCdummy, LOGLCCmshare and LOGULCCmshare) are also included as instruments. I do not why this happens or how I could solve this. I am using Stata/MP 14 (64-bit). The results are shown below:
Code:
xtivreg lwaprice LCCdummy ULCCdummy LOGLCCmshare LOGULCCmshare (LOGhhi LOGroutetotalpassengers = LOGameanPOP LOG2ameanPOP LOGameanGDP LOG2ameanGDP), fe vce(robust) Fixed-effects (within) IV regression Number of obs = 35,711 Group variable: id Number of groups = 1,843 R-sq: Obs per group: within = . min = 1 between = 0.1438 avg = 19.4 overall = 0.1079 max = 40 Wald chi2(6) = 23.52 corr(u_i, Xb) = -0.9406 Prob > chi2 = 0.0006 (Std. Err. adjusted for 1,843 clusters in id) ----------------------------------------------------------------------------------------- | Robust lwaprice | Coef. Std. Err. z P>|z| [95% Conf. Interval] ------------------------+---------------------------------------------------------------- LOGhhi | -.2798624 .4070153 -0.69 0.492 -1.077598 .5178729 LOGroutetotalpassengers | 1.540179 .2670391 5.77 0.000 1.016792 2.063566 LCCdummy | .4970906 .11264 4.41 0.000 .2763202 .717861 ULCCdummy | .3053469 .1067737 2.86 0.004 .0960744 .5146195 LOGLCCmshare | -.2274299 .0558618 -4.07 0.000 -.3369171 -.1179427 LOGULCCmshare | -.1975084 .0697084 -2.83 0.005 -.3341343 -.0608825 _cons | -9.886094 3.805169 -2.60 0.009 -17.34409 -2.428099 ------------------------+---------------------------------------------------------------- sigma_u | 2.2243066 sigma_e | .60856989 rho | .93035644 (fraction of variance due to u_i) ----------------------------------------------------------------------------------------- Instrumented: LOGhhi LOGroutetotalpassengers Instruments: LCCdummy ULCCdummy LOGLCCmshare LOGULCCmshare LOGameanPOP LOG2ameanPOP LOGameanGDP LOG2ameanGDP
Kind regards,
Tom
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