Jianqing Fan, Peter Hall, On Curve Estimation by Minimizing Mean Absolute Deviation and Its Implications, The Annals of Statistics, Vol. 22, No. 2 (Jun., 1994), pp. 867-885 ...

In this paper we consider ambiguous stochastic constraints under partial information consisting of means and dispersion measures of the underlying random parameters. Whereas the past literature used ...