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Regression Analysis Statistical Modeling of a Response Variable

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ISBN-10: 0122674758

ISBN-13: 9780122674754

Edition: 1998

Authors: Rudolf J. Freund, William Julius Wilson

List price: $96.95
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Description:

Regression Analysisprovides 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 Analysisalso 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.
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Book details

List price: $96.95
Copyright year: 1998
Publisher: Elsevier Science & Technology Books
Publication date: 12/30/1997
Binding: Hardcover
Pages: 496
Size: 8.00" wide x 10.00" long x 1.25" tall
Weight: 2.2
Language: English

William Julius Wilson, an American sociologist, received his Ph.D. from Washington State University in 1966 and teaches at the University of Chicago. His scholarly work, written from both historical and sociological perspectives, has concentrated on the condition of African Americans living in inner cities, especially the underclass. He stresses urban divisions separating the middle class from the poor.

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