Reiss, Philip; Huang, Lei; Cavanaugh, Joseph; Roy, Amy - In: Annals of the Institute of Statistical Mathematics 64 (2012) 6, pp. 1161-1186
model selection. We study resampling-based information criteria that aim to overcome this problem through improved … estimation of the effective model dimension. The first proposed approach builds upon previous work on bootstrap-based model … selection. We then propose a more novel approach based on cross-validation. Simulations and analyses of a functional …