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<図書>
Statistical tests for mixed linear models

責任表示 André I. Khuri, Thomas Mathew, Bimal K. Sinha
シリーズ Wiley series in probability and mathematical statistics ; . Applied probability and statistics section
データ種別 図書
出版情報 New York : Wiley , c1998
本文言語 英語
大きさ xv, 352 p. ; 25 cm
概要 An advanced discussion of linear models with mixed or random effects. In recent years a breakthrough has occurred in our ability to draw inferences from exact and optimum tests of variance component m...dels, generating much research activity that relies on linear models with mixed and random effects. This volume covers the most important research of the past decade as well as the latest developments in hypothesis testing. It compiles all currently available results in the area of exact and optimum tests for variance component models and offers the only comprehensive treatment for these models at an advanced level. Statistical Tests for Mixed Linear Models: Combines analysis and testing in one self-contained volume. Describes analysis of variance (ANOVA) procedures in balanced and unbalanced data situations. Examines methods for determining the effect of imbalance on data analysis. Explains exact and optimum tests and methods for their derivation. Summarizes test procedures for multivariate mixed and random models. Enables novice readers to skip the derivations and discussions on optimum tests. Offers plentiful examples and exercises, many of which are numerical in flavor. Provides solutions to selected exercises. Statistical Tests for Mixed Linear Models is an accessible reference for researchers in analysis of variance, experimental design, variance component analysis, and linear mixed models. It is also an important text for graduate students interested in mixed models. 続きを見る

所蔵情報



理系図3F 数理独自 KHUR/20/3 1998
023211998000296

書誌詳細

一般注記 "A Wiley-Interscience publication."
Includes bibliographical references (p. 335-343) and indexes
著者標目 *Khuri, André I., 1940-
Mathew, Thomas, 1955-
Sinha, Bimal K., 1946-
件 名 LCSH:Linear models (Statistics)
LCSH:Statistical hypothesis testing
分 類 NDC9:417
LCC:QA279
DC21:519.5/6
書誌ID 1001391826
ISBN 0471156531
NCID BA35475733
巻冊次 ISBN:0471156531
登録日 2009.11.02
更新日 2017.10.03