Regression with Graphics A Second Course in Applied Statistics

ISBN-10: 0534159001

ISBN-13: 9780534159009

Edition: 1st 1992

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Description:

This text demonstrates how computing power has expanded the role of graphics in analyzing, exploring, and experimenting with raw data. It is primarily intended for students whose research requires more than an introductory statistics course, but who may not have an extensive background in rigorous mathematics. It's also suitable for courses with students of varying mathematical abilities. Hamilton provides students with a practical, realistic, and graphical approach to regression analysis so that they are better prepared to solve real, sometimes messy problems. For students and professors who prefer a heavier mathematical emphasis, the author has included optional sections throughout the text where the formal, mathematical development of the material is explained in greater detail. REGRESSION WITH GRAPHICS is appropriate for use with any (or no) statistical computer package. However, Hamilton used STAT A in the development of the text due to its ease of application and sophisticated graphics capabilities. (STATA is available in a student package from Duxbury including a tutorial by the same author: Hamilton, STATISTICS WITH STAT A, 5.0, 1998; ISBN: 0-534-31874-6.)
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Book details

List price: $381.95
Edition: 1st
Copyright year: 1992
Publisher: Wadsworth
Publication date: 11/14/1991
Binding: Hardcover
Pages: 363
Size: 7.75" wide x 9.75" long x 1.00" tall
Weight: 1.782

Ph.D., University of Colorado at Boulder

Variable Distributions
Bivariate Regression Analysis
Basics of Multiple Regression
Regression Criticism
Fitting Curves
Robust Regressions
Logit Regression
Principle Components and Factor Analysis
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