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Book Cover
Book

Title Applied linear statistical models
Edition Fifth edition / [Michael H. Kutner ... [and others]
Published Boston : McGraw-Hill Irwin, [2005]
©2005

Copies

Location Call no. Vol. Availability
 W'PONDS  519.536 Net/Als 2005  TEMPORARILY UNAVAILABLE
 MELB  519.536 Net/Als 2005  DUE 30-06-20
 W'BOOL  519.535 Net/Als 2005  DUE 30-06-20
Description xxviii, 1396 pages : illustrations ; 24 cm + 1 CD-ROM (4 3/4 in.)
4 3/4 in
Series The McGraw-Hill/Irwin series: operations and decision sciences
McGraw-Hill/Irwin series operations and decision sciences.
Contents Machine derived contents note: Part1 Simple Linear Regression -- 1 Linear Regression with One Predictor Variable -- 2 Inferences in Regression Analysis -- 3 Diagnostics and Remedial Measures -- 4 Simultaneous Inferences and Other topics in Regression Analysis -- 5 Matrix Approach to Simple Linear Regression Analysis -- Part 2 Multiple Linear Regression -- 6 Multiple Regression I -- 7 Multiple Regression II -- 8 Regression Models for Quantitative and Qualitative Predictors -- 9 Building the Regression Model I: Model Selection and Validation -- 10 Building the Regression Model II: Diagnostics -- 11 Building the Regression Model III: Remedial Measures -- 12 Autocorrelation in Time Series Data -- Part 3 NonLinear Regression -- 13 Introduction to NonLinear Regression and Neural Networks -- 14 Logistic Regression, Poisson Regression, and Generalized Linear Models -- Part 4 Design and Analysis of Single-Factor Studies -- 15 Introduction to the Design of Experimental and Observational Studies -- 16 Single-Factor Studies -- 17 Analysis of Factor Level Means -- 18 ANOVA Diagnostics and Remedial Measures -- Part 5 Factor Studies -- 19 Two -Factor Studies with Equal Sample Sizes -- 20 Two -Factor Studies-One Case per Treatment -- 21 Randomized Complete Block Designs -- 22 Analysis of Covariance -- 23 Two-Factor Studies with Unequal Sample Sizes -- 24 Multifactor Studies -- 25 Random and Mixed Effects Models -- 26 Nested Designs, Subsampling, and Partially Nested Designs -- 27 Repeated Measures and Related Designs -- 28 Balanced Incomplete Block, Latin Square, and Related Designs -- 29 Exploratory Experiments: Two-Level Factorial and Fractional Factorial Designs -- 30 Response Surface Methodology -- Appendix A: Some Basic Results in Probability and Statistics -- Appendix B: Tables -- Appendix C: Data Sets -- Appendix D: ANOVA Models and Tables for Balanced Designs -- Appendix E: Selected Bibliography
Related To Oorspr. titel John Neter and William Wasserman Applied linear statistical models : regression, analysis of variance, and experimental designs. Homewood, Ill. : Irwin, 1974
Notes Includes index
Bibliography Includes bibliographical references (pages 1374-1384) and index
Notes System requirements for accompanying CD-ROM: PC, pentium based processor; Microsoft Windows 98/2000/XP; IE explorer 5.5; MS Office or equivalent
Subject Regression analysis -- Textbooks.
Analysis of variance -- Textbooks.
Experimental design -- Textbooks.
Linear models (Statistics) -- Textbooks.
Genre/Form Textbooks.
Textbooks.
Author Kutner, Michael H.
LC no. 2004052447
ISBN 0072386886 acid-free paper