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MNP – multinomial probit estimation.
The results, available upon request, are consistent with the four-outcome multinomial probit estimation.
However, the first stage residuals in the 2SRI estimation are insignificant, implying that the multinomial probit estimation should be used.
Interestingly, the absence of alternative-specific variables may also lead to unreliable results in the multinomial probit estimation Keane ( 1992), although such exclusion restrictions are not formally required for the identification of the multinomial probit model.
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Table 4 Multinomial probit estimates for long-term continuers, completers, and discontinuers, 2007 (1) (2) (3) LTCs Compl.
However, estimating the model with 2SRI, we obtain insignificant first stage predicted residuals, implying that the multinomial probit, rather than 2SRI, estimation should be used.
Similarly, I use a multinomial probit model to estimate the probability to be employed in each of the economic sectors, relative to the probability to be unemployed.
To avoid the problems posed by the IIA assumption, therefore, we use the multinomial probit model to estimate the health care provider choice models [ 38].
Multinomial probit and probit models were estimated and the marginal effects of the interaction term were conducted to estimate the impacts of ob/gyn to birth ratio and the information gap.
Then, we generated potential alternative routes using a modified labeling approach, measured the route environment through environment auditing and secondary data, estimated two multinomial probit models, and compared the results between the two neighborhoods and between the alternative choice models.
If the coefficient is not significantly different from 0, one accepts the null hypothesis that the potentially endogenous regressor is exogenous and the model should be estimated with multinomial probit.
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