A spline-assisted semiparametric approach to non-parametric measurement error models

Fei Jiang, Yanyuan Ma, Raymond J. Carroll

It is well known that the minimax rates of convergence of nonparametric density and regression function estimation of a random variable measured with error is much slower than the…