Systematically Misclassified Binary Dependant Variables
Systematically Misclassified Binary Dependant Variables
Systematically Misclassified Binary Dependant Variables
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SYSTEMATICALLY MISCLASSIFIED BINARY DEPENDANT VARIABLES<br />
Table 5: Determinants of Pr(yo=1|y=0) when the misclassification<br />
probabilities are constants<br />
Variable<br />
True<br />
Value<br />
HAS1<br />
Est.<br />
Std.<br />
Err.<br />
GHAS<br />
Est.<br />
Std.<br />
Err.<br />
α<br />
0<br />
= α 1<br />
=0.02<br />
Intercept -2.05 -2.329*** 2.236<br />
gamma01 0.00 -0.215*** 3.016<br />
α<br />
0<br />
0.02 0.028** 0.026<br />
α<br />
0<br />
= α 1<br />
=0.05<br />
Intercept -1.64 -2.080*** 1.967<br />
gamma01 0.00 0.035*** 3.030<br />
α<br />
0<br />
0.05 0.052*** 0.036<br />
α<br />
0<br />
= α 1<br />
=0.1<br />
Intercept -1.28 -1.651** 1.370<br />
gamma01 0.00 0.074*** 2.269<br />
α<br />
0<br />
0.10 0.093*** 0.047<br />
α<br />
0<br />
= α 1<br />
=0.2<br />
Intercept -0.84 -1.157** 1.163<br />
gamma01 0.00 0.135*** 1.109<br />
α<br />
0<br />
0.20 0.188*** 0.068<br />
*** True value is within 0.25 standard deviations from the estimate.<br />
** True value is within 0.5 standard deviations from the estimate.<br />
* True value is within 1 standard deviation from the estimate.<br />
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