Regression Analysis by Example, 5th Edition

Купить бумажную книгу и читать

Название: Regression Analysis by Example, 5th Edition

автор: Samprit Chatterjee, Ali S. Hadi

Издательство: Wiley

Год выпуска: 2012

ISBN: 978-0470905845

Формат: PDF

Размер: 43 MB

Количество страниц: 424

Язык: Английский

Описание: 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 in-depth 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.