Regression Analysis

Statistical Modeling of a Response Variable

Rudolph Freund, William J. Wilson (Autoren)

Buch | Hardcover

444 Seiten

1998
Academic Press Inc (Verlag)
978-0-12-267475-4 (ISBN)

Infos

Providing students with the skills and techniques necessary for the intelligent statistical analysis of a response variable, this work emphasizes statistical concepts, plays down the use of formulas, and incorporates real data from SAS, a popular package at this level.

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Regression Analysis provides students with the skills and techniques necessary for the intelligent statistical analysis of a response variable. The book underscores statistical concepts, de-emphasizes formulas, and incorporates real data from the most popular package at this level, SAS. Regression Analysis also covers other linear models such as analysis of variance, analysis of covariance, analysis of a binary response variable, as well as an introduction to nonlinear regression.

Inhalt

The Basics A Review of Basics and an Introduction to Linear Models Simple Linear Regression Linear Regression with One Independent Variable Multiple Regression Problems with Observations Multicollinearity Problems with the Model Polynomial Models Intrinsically Linear and Nonlinear Models The General Linear Mode Categorical Response Variables

Produkt-Details

• Erscheint lt. Verlag: 15.1.1998
• Zusatzinfo: b&w illustrations, tables, index
• Verlagsort: San Diego
• Sprache: englisch
• Maße: 190 x 235 mm
• Gewicht: 1007 g
• Themenwelt: Mathematik / Informatik ► Mathematik
• ISBN-10: 0-12-267475-8 / 0122674758
• ISBN-13: 978-0-12-267475-4 / 9780122674754
• Zustand: Neuware