株式会社極東書店トップ＞商品一覧＞ Mixture : Estimation and Applications.

商品詳細

Name: Mixture : Estimation and Applications.
Author: Mengersen, Kerrie L. / Robert, C. P. / Titterington, D. M. (eds.)
ISBN: 978-1-119-99389-6

Mixture : Estimation and Applications. 混合－推定と応用

・ISBN 978-1-119-99389-6 hard US$ 122.95

￥28,806.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。

お気に入り ★★★

カートに入れる

電子版あり大学・学術機関向け電子ブック（eBook）ISBN 978-1-119-99567-8

電子ブックの価格を見る

著者・編者	Mengersen, Kerrie L. / Robert, C. P. / Titterington, D. M. (eds.),
シリーズ	Wiley Series in Probability and Statistics
出版社	(Wiley, US)
出版年月	2011
ページ数	311 pp.
言語	ENG
ニュース番号	＜584-254＞

解説

This book uses the EM (expectation maximization) algorithm to simultaneously estimate the missing data and unknown parameter(s) associated with a data set. The parameters describe the component distributions of the mixture; the distributions may be continuous or discrete.

The editors provide a complete account of the applications, mathematical structure and statistical analysis of finite mixture distributions along with MCMC computational methods, together with a range of detailed discussions covering the applications of the methods and features chapters from the leading experts on the subject. The applications are drawn from scientific discipline, including biostatistics, computer science, ecology and finance. This area of statistics is important to a range of disciplines, and its methodology attracts interest from researchers in the fields in which it can be applied.