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Regression analysis [electronic resource] : statistical modeling of a response variable / Rudolf J. Freund, William J. Wilson, Ping Sa.

By: Freund, Rudolf J. (Rudolf Jakob), 1927-.
Contributor(s): Wilson, William J, 1940- | Sa, Ping.
Material type: TextTextPublisher: AMsterdam ; Boston : Elsevier Academic Press, c2006Edition: 2nd ed.Description: 1 online resource (xix, 459 p.) : ill.ISBN: 9780080522975 (electronic bk.); 0080522971 (electronic bk.).Subject(s): Regression analysis | Linear models (Statistics) | MATHEMATICS -- Probability & Statistics -- Regression AnalysisGenre/Form: Electronic books.Additional physical formats: Print version:: Regression analysis.DDC classification: 519.5/36 Online resources: EBSCOhost
Contents:
The analysis of means : a review of basics and an introduction to linear models -- Simple linear regression : linear regression with one independent variable -- Multiple linear regression -- Problems with observations -- Multicollinearity -- Problems with the model -- Curve fitting -- Introduction to nonlinear models -- Indicator variables -- Categorical response variables -- Generalized linear models.
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Includes bibliographical references (p. 445-447) and index.

The analysis of means : a review of basics and an introduction to linear models -- Simple linear regression : linear regression with one independent variable -- Multiple linear regression -- Problems with observations -- Multicollinearity -- Problems with the model -- Curve fitting -- Introduction to nonlinear models -- Indicator variables -- Categorical response variables -- Generalized linear models.

Description based on print version record.

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Regression analysis by Freund Rudolf J
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