# Regression Analysis by Example

## Samprit Chatterjee; Ali S. Hadi

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The essentials of regression analysis through practical applications

Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgement. Regression Analysis by Example, Fourth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.

This new edition features the following enhancements:

• Chapter 12, Logistic Regression, is expanded to reflect the increased use of the logit models in statistical analysis

• A new chapter entitled Further Topics discusses advanced areas of regression analysis

• Reorganized, expanded, and upgraded exercises appear at the end of each chapter

• A fully integrated Web page provides data sets

• Numerous graphical displays highlight the significance of visual appeal

Regression Analysis by Example, Fourth Edition is suitable for anyone with an understanding of elementary statistics. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique. The methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.

An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

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From the Publisher:

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.

SAMPRIT CHATTERJEE, PHD, is Professor of Health Policy at Mount Sinai School of Medicine. He is also Professor Emeritus of Statistics at New York University. A well-known research scientist and Fulbright scholar, Dr. Chatterjee has co-authored Sensitivity Analysis in Linear Regression (with Dr. Hadi) and A Casebook for a First Course in Statistics and Data Analysis, both published by Wiley.

ALI S. HADI, PHD, is Vice Provost and Professor of Mathematical, Statistical, and Computing Sciences at The American University in Cairo. He is also a Stephen H. Weiss Presidential Fellow and Professor Emeritus at Cornell University. Dr. Hadi is the author/co-author of four other books, a Fellow of the American Statistical Association, and an elected member of the International Statistical Institute.

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## 1.Regression Analysis by Example

Editorial: Wiley-Interscience
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción Wiley-Interscience. Hardcover. Estado de conservación: New. 0471746967 US STUDENT EDITION - Free Tracking number with every purchase. Satisfaction guaranteed. Orders ship within 1-2 business days. (Hawaii,Alaska, Puerto Rico and APO's, allow additional time for delivery.). Nº de ref. de la librería Z0471746967ZN

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## 2.Regression Analysis by Example

Editorial: Wiley-Interscience
ISBN 10: 0471746967 ISBN 13: 9780471746966
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## 3.Regression Analysis by Example (Hardback)

Editorial: John Wiley and Sons Ltd, United States (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción John Wiley and Sons Ltd, United States, 2006. Hardback. Estado de conservación: New. 4th Revised edition. Language: English . Brand New Book. The essentials of regression analysis through practical applications Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgement. Regression Analysis by Example, Fourth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. This new edition features the following enhancements: * Chapter 12, Logistic Regression, is expanded to reflect the increased use of the logit models in statistical analysis * A new chapter entitled Further Topics discusses advanced areas of regression analysis * Reorganized, expanded, and upgraded exercises appear at the end of each chapter * A fully integrated Web page provides data sets * Numerous graphical displays highlight the significance of visual appeal Regression Analysis by Example, Fourth Edition is suitable for anyone with an understanding of elementary statistics. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique. The methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R. An Instructor s Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department. Nº de ref. de la librería ALB9780471746966

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## 4.Regression Analysis by Example (Hardback)

Editorial: John Wiley and Sons Ltd, United States (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
Librería
The Book Depository US
(London, Reino Unido)
Valoración

Descripción John Wiley and Sons Ltd, United States, 2006. Hardback. Estado de conservación: New. 4th Revised edition. Language: English . Brand New Book. The essentials of regression analysis through practical applications Regression analysis is a conceptually simple method for investigating relationships among variables. Carrying out a successful application of regression analysis, however, requires a balance of theoretical results, empirical rules, and subjective judgement. Regression Analysis by Example, Fourth Edition has been expanded and thoroughly updated to reflect recent advances in the field. The emphasis continues to be on exploratory data analysis rather than statistical theory. The book offers in-depth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. This new edition features the following enhancements: * Chapter 12, Logistic Regression, is expanded to reflect the increased use of the logit models in statistical analysis * A new chapter entitled Further Topics discusses advanced areas of regression analysis * Reorganized, expanded, and upgraded exercises appear at the end of each chapter * A fully integrated Web page provides data sets * Numerous graphical displays highlight the significance of visual appeal Regression Analysis by Example, Fourth Edition is suitable for anyone with an understanding of elementary statistics. Methods of regression analysis are clearly demonstrated, and examples containing the types of irregularities commonly encountered in the real world are provided. Each example isolates one or two techniques and features detailed discussions of the techniques themselves, the required assumptions, and the evaluated success of each technique. The methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R. An Instructor s Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department. Nº de ref. de la librería ALB9780471746966

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## 5.Regression Analysis by Example (Wiley Series in Probability and Statistics)

Editorial: Wiley-Blackwell
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción Wiley-Blackwell. Hardcover. Estado de conservación: New. New copy - Usually dispatched within 2 working days. Nº de ref. de la librería B9780471746966

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## 6.Regression Analysis by Example

Editorial: Wiley-Interscience (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Irish Booksellers
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Descripción Wiley-Interscience, 2006. Hardcover. Estado de conservación: New. book. Nº de ref. de la librería M0471746967

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## 7.Regression Analysis by Example (Wiley Series in Probability and Statistics)

Editorial: Wiley-Interscience (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción Wiley-Interscience, 2006. Hardcover. Estado de conservación: New. 4. Nº de ref. de la librería DADAX0471746967

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## 8.Regression Analysis by Example

Editorial: Wiley-Interscience (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción Wiley-Interscience, 2006. Hardcover. Estado de conservación: New. Never used!. Nº de ref. de la librería P110471746967

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## 9.Regressio Analysis by Example,4ed

Editorial: Hoboken, New Jersey, U.S.A.: Wiley-Interscience (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966
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Descripción Hoboken, New Jersey, U.S.A.: Wiley-Interscience, 2006. Hardcover. Estado de conservación: New. 4th Edition. Ship out 1-2 business day,Brand new,US edition, Free tracking number usually 2-4 biz days delivery to worldwide Same shipping fee with US, Canada,Europe country, Australia, item will ship out from either LA or Asia. Nº de ref. de la librería ABE-7185489713

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## 10.Regression Analysis by Example

Editorial: Wiley-Interscience (2006)
ISBN 10: 0471746967 ISBN 13: 9780471746966