Ideal spatial adaptation by wavelet shrinkage

A new principle for spatially-adaptive estimation: selective wavelet reconstruction with an oracle inequality is described and a practical spatially adaptive method, RiskShrink, which works by shrinkage of empirical wavelet coefficients is developed.