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<図書>
Introduction to linear regression analysis

責任表示 Douglas C. Montgomery, Elizabeth A. Peck, G. Geoffrey Vining
シリーズ Wiley series in probability and mathematical statistics
データ種別 図書
4th ed
出版情報 Hoboken, NJ : Wiley-Interscience , c2006
本文言語 英語
大きさ xvi, 612 p. : ill. ; 26 cm
概要 Geared toward those with a working knowledge of basic statistics, hypothesis testing and confidence intervals, as well as basic distributions, this text initiates those in engineering, physical and ch...mical sciences, economics, management, biological and social sciences to practical matters as well as concepts. With new exercises for this edition, this covers simple linear regression, multiple linear regression, model adequacy checking, transformations and weighting to correct model inadequacies, diagnostics for leveraging and influence, polynomial regression models, indicator variables, variable selection and model building, validation for regression models, multicollinearity, robust regression, nonlinear regression, and generalized linear models. It uses and accommodates contemporary software packages. Annotation ©2006 Book News, Inc., Portland, OR (booknews.com) 続きを見る

所蔵情報


: hbk 理系図3F 数理独自 MONT/60/2c 2006
023212007006237

: hbk 芸工図 2F 書架 417/Mo38 2006
013212006004141

書誌詳細

一般注記 Bibliography: p. 594-607
Includes index
著者標目 *Montgomery, Douglas C.
Peck, Elizabeth A., 1953-
Vining, G. Geoffrey
件 名 LCSH:Regression analysis
分 類 LCC:QA278.2
DC22:519.5/36
書誌ID 1001236104
ISBN 0471754951
NCID BA77957639
巻冊次 : hbk ; ISBN:0471754951 ; XISBN:9780471754954
登録日 2009.09.18
更新日 2009.11.02