Laan, Mark van der; Dudoit, Sandrine; Keles, Sunduz - In: Statistical Applications in Genetics and Molecular Biology 3 (2009) 1, pp. 4-4
Likelihood-based cross-validation is a statistical tool for selecting a density estimate based on n i.i.d. observations … estimator. In this article, we establish a finite sample result for a general class of likelihood-based cross-validation … procedures (as indexed by the type of sample splitting used, e.g. V-fold cross-validation). This result implies that the cross-validation …