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Semiparametric Estimation with Generated Covariates
semiparametric estimation generated covariates profiling propensity score
2012/10/22
In this paper, we study a general class of semiparametric optimization estimators of a vector-valued parameter. The criterion function depends on two types of infinite-dimensional nuisance parameters:...
Parametric and Semiparametric Estimation in Models with Misclassified Categorical Dependent Variables
Immigrants speaking fluency misclassification error
2013/10/17
We consider both a parametric and a semiparametric method to account for classification errors on the dependent variable in an ordered response model. The methods are applied to the analysis of self-r...