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Regression Analysis by Example

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ISBN-10: 0471884790

ISBN-13: 9780471884798

Edition: 2nd 1991 (Revised)

Authors: Samprit Chatterjee, Bertram Price

List price: $132.00
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Description:

A variety of ideas and methods of regression analysis are explored with the aid of realistic examples that highlight the analysis of data and include irregularities similar to those encountered in practice. Recent advances in regression diagnostics are covered with emphasis on plots such as component plus residual, added variable, sequence, along with index plots for leverage and function. The authors utilize standard and some not so standard summary statistics on the basis of their intuitive appeal to demonstrate concepts. The majority of analyses described are available in software packages on the market today.
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Book details

List price: $132.00
Edition: 2nd
Copyright year: 1991
Publisher: John Wiley & Sons, Incorporated
Publication date: 8/29/1991
Binding: Hardcover
Pages: 304
Size: 6.50" wide x 9.75" long x 1.00" tall
Weight: 1.342
Language: English

Preface
Introduction
Simple Linear regression
Multiple Linear Regression
Regression Diagnostics: Detection of Model Violations
Qualitative Variables as Predictors
Transformation of Variables
Weighted Least Squar45es
The Problem of Correlated Errors
Analysis of Collinear Data
Biased Estimation of Regression Coefficients
Variable Selection Procedures
Logistic Regression
Further Topics
Statistical Tables
References
Index