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Nonparametric identification of regression models containing a misclassified dichotomous regressor without instruments |
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| Authors: | Xiaohong Chen Yingyao Hu Arthur Lewbel |
| Institution: | aDepartment of Economics, Yale University, Box 208281, New Haven, CT 06520-8281, USA;bDepartment of Economics, Johns Hopkins University, 440 Mergenthaler Hall, 3400 N. Charles Street, Baltimore, MD 21218, USA;cDepartment of Economics, Boston College, 140 Commonwealth Avenue, Chestnut Hill, MA 02467, USA |
| Abstract: | We observe a dependent variable and some regressors, including a mismeasured binary regressor. We provide identification of the nonparametric regression model containing this misclassified dichotomous regressor. We obtain identification without parameterizations or instruments, by assuming the model error isn't skewed. |
| Keywords: | Misclassification error Identification Nonparametric regressionJEL classification: C14 C20 |
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