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<図書>
Linear models : a mean model approach

責任表示 Barry Kurt Moser
シリーズ Probability and mathematical statistics : a series of monographs and textbooks
データ種別 図書
出版情報 San Diego ; Tokyo : Academic Press , c1996
本文言語 英語
大きさ xii, 228 p. ; 24 cm
概要 Linear models, normally presented in a highly theoretical and mathematical style, are brought down to earth in this comprehensive textbook. Linear Models examines the subject from a mean model perspec...ive, defining simple and easy-to-learn rules for building mean models, regression models, mean vectors, covariance matrices and sums of squares matrices for balanced and unbalanced data sets. The author includes both applied and theoretical discussions of the multivariate normal distribution, quadratic forms, maximum likelihood estimation, less than full rank models, and general mixed models. The mean model is used to bring all of these topics together in a coherent presentation of linear model theory. Key Features * Provides a versatile format for investigating linear model theory, using the mean model * Uses examples that are familiar to the student: * design of experiments, analysis of variance, regression, and normal distribution theory * Includes a review of relevant linear algebra concepts * Contains fully worked examples which follow the theorem/proof presentation 続きを見る
電子版へのリンク

所蔵情報



理系図3F 数理独自 MOSE/7/1 1996
023211996009647

書誌詳細

一般注記 Includes bibliographical references and index
著者標目 *Moser, Barry Kurt
件 名 LCSH:Linear models (Statistics)
分 類 NDC9:417
NDC8:417
LCC:QA279
DC20:519.5/35
書誌ID 1001058722
ISBN 012508465X
NCID BA29092649
巻冊次 ISBN:012508465X
登録日 2009.09.17
更新日 2017.02.18