Regression Analysis by Example

Name: Regression Analysis by Example
Price: 5.7 USD
Availability: InStock
ISBN: 9780471884798

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.

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