<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "Data-Driven Bandwidth Choice for Density Estimation Based on Dependent Data"^^ . "The bandwidth selection problem in kernel density estimation is investigated in situations where the observed data are dependent. The classical leave-out technique is extended, and thereby a class of cross-validated bandwidths is defined. These bandwidths are shown to be asymptotically optimal under a strong mixing condition. The leave-one out, or ordinary, form of cross-validation remains asymptotically optimal under the dependence model considered. However, a simulation study shows that when the data are strongly enough correlated, the ordinary version of cross-validation can be improved upon in finite-sized samples."^^ . "1990" . . "18" . "2" . . "Institute of Mathematical Statistics"^^ . . . "The Annals of Statistics"^^ . . . "00905364" . . . . . . . . . . "Philippe"^^ . "Vieu"^^ . "Philippe Vieu"^^ . . "Jeffrey"^^ . "Hart"^^ . "Jeffrey Hart"^^ . . "Texas A&M University"^^ . . . "Iniversite Paul Sabatier"^^ . . . . . . "HTML Summary of #227 \n\nData-Driven Bandwidth Choice for Density Estimation Based on Dependent Data\n\n" . "text/html" . . . "Collective properties of seismicity" . .