Hall, Peter; Robinson, Andrew P. - In: Biometrika 96 (2009) 1, pp. 175-186
One of the attractions of crossvalidation, as a tool for smoothing-parameter choice, is its applicability to a wide variety of estimator types and contexts. However, its detractors comment adversely on the relatively high variance of crossvalidatory smoothing parameters, noting that this...