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This paper compares the economic questions addressed by instrumental variables estimators with those addressed by structural approaches. We discuss Marschak's Maxim: estimators should be selected on the basis of their ability to answer well-posed economic problems with minimal assumptions. A key...
Persistent link: https://www.econbiz.de/10003989921
In this paper, I present a simple characterization of the sample selection bias problem that is also applicable to the … problem of sample selection bias is fit within the conventional specification error framework of Griliches and Theil. A simple … estimator is discussed that enables analysts to utilize ordinary regression methods to estimate models free of selection bias …
Persistent link: https://www.econbiz.de/10012478957
In this paper, I present a simple characterization of the sample selection bias problem that is also applicable to the … problem of sample selection bias is fit within the conventional specification error framework of Griliches and Theil. A simple … estimator is discussed that enables analysts to utilize ordinary regression methods to estimate models free of selection bias …
Persistent link: https://www.econbiz.de/10013222664
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immigrant high school dropouts. One data source -- the CPS -- is plagued by non-response and allocation bias from the hot …-deck procedure that biases upward the estimated return to the GED. Correcting for allocation bias and ability bias, there is no …
Persistent link: https://www.econbiz.de/10012466653
This paper uses newly available Chinese micro data to estimate the return to college education for late 20th century China when allowing for heterogeneous returns among individuals selecting into schooling based on these differences. We use recently developed semiparametric methods to identify...
Persistent link: https://www.econbiz.de/10012468820