IV (2SLS) estimation
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Estimates efficient for homoskedasticity only
Statistics robust to heteroskedasticity
Number of obs = 1452
F( 9, 1442) = 36.66
Prob > F = 0.0000
Total (centered) SS = 2084.473318 Centered R2 = 0.1339
Total (uncentered) SS = 4106.999358 Uncentered R2 = 0.5604
Residual SS = 1805.31681 Root MSE = 1.115
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| Robust
tobinsq | Coef. Std. Err. z P>|z| [95% Conf. Interval]
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ttd | .8790844 .2554162 3.44 0.001 .3784779 1.379691
phycapint | -.9360945 .1764207 -5.31 0.000 -1.281873 -.5903163
logsales | .1500358 .0291882 5.14 0.000 .092828 .2072437
advertising | 4.568412 .8286259 5.51 0.000 2.944335 6.192489
leverage | -.0063029 .0016269 -3.87 0.000 -.0094916 -.0031142
capital | .0074232 .0024545 3.02 0.002 .0026125 .0122339
skill | 1.58863 1.211782 1.31 0.190 -.786419 3.963679
d1 | -.2861258 .084563 -3.38 0.001 -.4518661 -.1203855
d2 | .3750626 .0828002 4.53 0.000 .2127772 .537348
_cons | -.4605832 .2845968 -1.62 0.106 -1.018383 .0972163
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Underidentification test (Kleibergen-Paap rk LM statistic): 98.337
Chi-sq(2) P-val = 0.0000
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Weak identification test (Kleibergen-Paap rk Wald F statistic): 61.720
Stock-Yogo weak ID test critical values: 10% maximal IV size 19.93
15% maximal IV size 11.59
20% maximal IV size 8.75
25% maximal IV size 7.25
Source: Stock-Yogo (2005). Reproduced by permission.
NB: Critical values are for Cragg-Donald F statistic and i.i.d. errors.
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Hansen J statistic (overidentification test of all instruments): 0.547
Chi-sq(1) P-val = 0.4596
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Instrumented: ttd
Included instruments: phycapint logsales advertising leverage capital skill d1
d2
Excluded instruments: indattr indsalatt
Dropped collinear: d3
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With Regards...
Anu Thakur