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A random linear functional approach to efficiency bounds
Nonlinear errors in variables Estimation of some Engel curves
A limit theorem for a smooth class of semiparametric estimators
一类光滑半参数估计量的极限定理
We consider an econometric model based on a set of moment conditions which are indexed by both a finite-dimensional vector of interest, θ, and an infinite-dimensional parameter, h, which in turn depends upon both θ and another infinite-dimensional parameter, τ. The population moment conditions equal zero at θ = θ0. Estimators of θ0 are obtained by forming nonparametric estimates of h and τ, substituting them into the sample analog of the moment conditions, and choosing that…
Quantile regression, Box-Cox transformation model, and the U.S. wage structure, 1963–1987
分位数回归、Box–Cox 变换模型与美国工资结构：1963—1987年
This study examines changes in the increments (‘returns’) to education and experience at different points of the wage distribution. It also examines changes in within-group wage inequality. Newly developed quantile regression techniques are applied to the Box-Cox transformation model using the Current Population Survey data. The increments differ, but they changed in similar pattern at different points of the wage distribution. They are larger at the low end of the…