Frete Grátis
  • Google Plus
Livro Digital

Smoothing of Multivariate Data (Cód: 9306972)

Jussi Klemelä; Jussi Klemelä

Wiley (Digital)

Ooops! Este produto não está mais a venda.
Mas não se preocupe, temos uma versão atualizada para você.

Ooopss! Este produto está fora de linha, mas temos outras opções para você.
Veja nossas sugestões abaixo!

R$ 208,71 em até 6x de R$ 34,79 sem juros
Cartão Saraiva R$ 198,27 (-5%) em até 1x no cartão ou em até 10x de R$ 20,87 sem juros
Grátis

Cartão Saraiva

Descrição

An applied treatment of the key methods and state-of-the-art tools for visualizing and understanding statistical data Smoothing of Multivariate Data provides an illustrative and hands-on approach to the multivariate aspects of density estimation, emphasizing the use of visualization tools. Rather than outlining the theoretical concepts of classification and regression, this book focuses on the procedures for estimating a multivariate distribution via smoothing. The author first provides an introduction to various visualization tools that can be used to construct representations of multivariate functions, sets, data, and scales of multivariate density estimates. Next, readers are presented with an extensive review of the basic mathematical tools that are needed to asymptotically analyze the behavior of multivariate density estimators, with coverage of density classes, lower bounds, empirical processes, and manipulation of density estimates. The book concludes with an extensive toolbox of multivariate density estimators, including anisotropic kernel estimators, minimization estimators, multivariate adaptive histograms, and wavelet estimators. A completely interactive experience is encouraged, as all examples and figurescan be easily replicated using the R software package, and every chapter concludes with numerous exercises that allow readers to test their understanding of the presented techniques. The R software is freely available on the book's related Web site along with 'Code' sections for each chapter that provide short instructions for working in the R environment. Combining mathematical analysis with practical implementations, Smoothing of Multivariate Data is an excellent book for courses in multivariate analysis, data analysis, and nonparametric statistics at the upper-undergraduate and graduatelevels. It also serves as a valuable reference for practitioners and researchers in the fields of statistics, computer science, economics, and engineering.

Características

Produto sob encomenda Sim
Marca Wiley (Digital)
Cód. Barras 9780470425664
Início da Venda 04/01/2016
Territorialidade Internacional
Formato Livro Digital Pdf
Gratuito Não
Proteção Drm Sim
Número da edição 1
Idioma 337
Código do Formato Pdf
Ano da Publicação 109
Peso 0.00 Kg
AutorJussi Klemelä; Jussi Klemelä

Avaliações

Avaliação geral: 0

Você está revisando: Smoothing of Multivariate Data

Smoothing of Multivariate Data (Cód: 9306972) Smoothing of Multivariate Data (Cód: 9306972)
R$ 208,71
Smoothing of Multivariate Data (Cód: 9306972) Smoothing of Multivariate Data (Cód: 9306972)
R$ 208,71