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Regression Analysis by Example, 5th Edition,Used
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Praise for the Fourth Edition:'This book is . . . an excellent source of examples for regression analysis. It has been and still is readily readable and understandable.'Journal of the American Statistical Association 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 judgment. Regression Analysis by Example, Fifth 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 indepth treatment of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression.The book now includes a new chapter on the detection and correction of multicollinearity, while also showcasing the use of the discussed methods on newly added data sets from the fields of engineering, medicine, and business. The Fifth Edition also explores additional topics, including: Surrogate ridge regression Fitting nonlinear models Errors in variables ANOVA for designed experimentsMethods 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, the required assumptions, and the evaluated success of each technique. Additionally, methods described throughout the book can be carried out with most of the currently available statistical software packages, such as the software package R.Regression Analysis by Example, Fifth Edition is suitable for anyone with an understanding of elementary statistics.
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- Q: What is the main focus of 'Regression Analysis by Example, 5th Edition'? A: 'Regression Analysis by Example, 5th Edition' emphasizes exploratory data analysis rather than statistical theory, making complex concepts accessible through practical examples.
- Q: Who is the author of this book? A: The author of 'Regression Analysis by Example, 5th Edition' is Chatterjee.
- Q: What topics are covered in this edition? A: This edition covers regression diagnostics, multicollinearity, logistic regression, robust regression, and includes a new chapter on detecting and correcting multicollinearity.
- Q: How many pages does this book have? A: 'Regression Analysis by Example, 5th Edition' has a total of 420 pages.
- Q: Is this book suitable for beginners? A: Yes, the book is suitable for anyone with an understanding of elementary statistics, making it accessible for beginners.
- Q: What is the condition of the book? A: 'Regression Analysis by Example, 5th Edition' is listed as a 'Used Book in Good Condition,' ensuring it is still functional for study.
- Q: What is the binding type of this book? A: The book is available in hardcover binding, providing durability and a professional appearance.
- Q: When was this book published? A: 'Regression Analysis by Example, 5th Edition' was published on August 23, 2012.
- Q: What statistical software can be used with the methods described in the book? A: The methods in the book can be carried out using most currently available statistical software packages, including R.
- Q: Are there any specific fields that the examples in the book pertain to? A: Yes, the book showcases examples from engineering, medicine, and business, illustrating the application of regression analysis in various domains.