Regression Analysis and its Application

Name: Regression Analysis and its Application
Brand: CRC Press

CRC Press

Regression Analysis and its ApplicationA Data-Oriented Approach\nAuthor(s): Richard F. Gunst, Robert L. Mason\nFormat: Paperback\nPublisher: Taylor & Francis Ltd, United Kingdom\nImprint: CRC Press\nISBN-13: 9780367403430, 978-0367403430\nSynopsis\nRegression Analysis and Its Application: A Data-Oriented Approach answers the need for researchers and students who would like a better understanding of classical regression analysis. Useful either as a textbook or as a reference source, this book bridges the gap between the purely theoretical coverage of regression analysis and its practical application. \n\nThe book presents regression analysis in the general context of data analysis. Using a teach-by-example format, it contains ten major data sets along with several smaller ones to illustrate the common characteristics of regression data and properties of statistics that are employed in regression analysis. The book covers model misspecification, residual analysis, multicollinearity.