MTU Cork Library Catalogue

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Applied regression analysis and other multivariable methods / David G. Kleinbaum, Lawrence L. Kupper.

By: Kleinbaum, David G.
Contributor(s): Kupper, Lawrence L.
Material type: materialTypeLabelBookPublisher: North Scituate : Duxbury Press, c1978Description: xv, 556 p. : ill. ; 25 cm. + hbk.ISBN: 0878721398.Subject(s): Multivariate analysis | Regression analysisDDC classification: 519.53
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 multi-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.
Holdings
Item type Current library Call number Copy number Status Date due Barcode Item holds
General Lending MTU Bishopstown Library Lending 519.53 (Browse shelf(Opens below)) 1 Available 00155528
General Lending MTU Bishopstown Library Store Item 519.53 (Browse shelf(Opens below)) 1 Available 00037618
Total holds: 0

Includes bibliographical references (pages 486-490) and index.

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 multi-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.

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