Lectures on the nearest neighbor method / Gérard Biau, Luc Devroye

• Autore: Biau, Gérard
• Pubblicazione: [Cham], : Springer, 2015
• Titolo uniforme: Lectures on the nearest neighbor method
• Descrizione fisica: IX, 290 p. : ill. ; 24 cm
• Soggetto topico: 60Cxx - Combinatorial probability [MSC 2020]; 60Dxx - Geometric probability and stochastic geometry [MSC 2020]; 68T10 - Pattern recognition, speech recognition [MSC 2020]; 68T05 - Learning and adaptive systems in artificial intelligence [MSC 2020]; 62G07 - Density estimation [MSC 2020]; 62H30 - Classification and discrimination; cluster analysis (statistical aspects) [MSC 2020]; 62G05 - Nonparametric estimation [MSC 2020]; 62G08 - Nonparametric regression and quantile regression [MSC 2020]; 62G30 - Order statistics; empirical distribution functions [MSC 2020]; 62G20 - Asymptotic properties of nonparametric inference [MSC 2020]
• Soggetto non controllato: Density Estimation; Nearest Neighbor Method; Order Statistics; Regression Estimation; Stone's theorem
• Altri autori: Devroye, Luc
• Titolo autorizzato: Lectures on the nearest neighbor method
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: VAN0113880
• Lo trovi qui: Univ. Vanvitelli
• Localizzazioni e accesso elettronico: http://dx.doi.org/10.1007/978-3-319-25388-6
• Serie: Springer series in the Data Sciences Berlin [etc.] . -Springer