Applied regression analysis and other multivariable methods. [Some multivariable examples -- Variable classification and the choice of analysis -- Basic statistics : a review -- Introduction to regression analysis -- Straight-line regression analysis -- THe correlation coefficient and its relationship to straight-line regression analysis -- The analysis of variance table and its relationship to regression analysis -- Comparing two straight-line regression models -- Polynomial regression -- Multiple regression analysis -- Correlations: Multiple, partial and multiple-partial -- Summary of methods for testing hypotheses in multiple regression -- Dummy variables in regression -- Analysis of covariance and other methods for adjusting continuous

Kleinbaum, David G. ; Kupper, Lawrence L.,

ISBN 10: 0878721398 / ISBN 13: 9780878721399

Published by North Scituate, Mass. : Duxbury Press, 1978, 1978

About this Item

[1st edition, 1st printing] ; xv, 556 pages : illustrations ; 25 cm ; ISBN: 0878721398; 9780878721399 LCCN: 77-22327 ; LC: QA278; Dewey: 519.5/3; NLM: QA 278.2 ; OCLC: 3072125 ; beige and brown boards ; no dustjacket ; Contents: Some multivariable examples -- Variable classification and the choice of analysis -- Basic statistics : a review -- Introduction to regression analysis -- Straight-line regression analysis -- THe correlation coefficient and its relationship to straight-line regression analysis -- The analysis of variance table and its relationship to regression analysis -- Comparing two straight-line regression models -- Polynomial regression -- Multiple regression analysis -- Correlations: Multiple, partial and multiple-partial -- Summary of methods for testing hypotheses in multiple regression -- Dummy variables in regression -- Analysis of covariance and other methods for adjusting continuous data -- Selecting the best regression equation -- Residual analysis, transformations and weighted least squares -- One-way analysis of variance -- Randomized blocks: special case of two-way anova -- Two-way anova with equal cell numbers -- Two-way anova with unequal cell numbers -- Factor analysis -- Two-group discriminant analysis -- Analysis of categorical data -- References -- Tables -- Matrices and their relationaship to regression analysis -- Solutions to exercises ; name on front endpaper ; VG. Seller Inventory # 007113

Bibliographic Details

Title: Applied regression analysis and other ...

Publisher: North Scituate, Mass. : Duxbury Press, 1978

Publication Date: 1978

Binding: Hardcover

Condition: Very Good

Dust Jacket Condition: No Jacket

Edition: 1st Edition.

Book Type: Book

About this title

Synopsis:

This bestseller will help you learn regression-analysis methods that you can apply to real-life problems. It highlights the role of the computer in contemporary statistics with numerous printouts and exercises that you can solve using the computer. The authors continue to emphasize model development, the intuitive logic and assumptions that underlie the techniques covered, the purposes, advantages, and disadvantages of the techniques, and valid interpretations of those techniques.