Nonparametric Curve Estimation: Methods, Theory, and Applications - Rilegato

Libro 45 di 160: Springer Series in Statistics

Efromovich, Sam

 
9780387987408: Nonparametric Curve Estimation: Methods, Theory, and Applications

Sinossi

Appropriate for a one-semester course, this self-contained book is an introduction to nonparametric curve estimation theory. It may be used for teaching graduate students in statistics (in this case an intermediate statistical inference, on the level of the book by G. Casella and R. Berger (1990) "Statistical Inference", Brooks/Cole, is the prerequisite) as well as for diverse classes with students from other sciences including engineering, business, social, medical, and biology.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

Orthonormal Series and Approximation.- Density Estimation for Small Samples.- Nonparametric Regression for Small Samples.- Nonparametric Time Series Analysis for Small Samples.- Estimation of Multivariate Functions for Small Samples.- Filtering and Asymptotics.- Nonseries Methods.

Product Description

Book by Efromovich Sam

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Altre edizioni note dello stesso titolo

9781475773019: Nonparametric Curve Estimation: Methods, Theory, and Applications

Edizione in evidenza

ISBN 10:  1475773013 ISBN 13:  9781475773019
Casa editrice: Springer, 2013
Brossura