Regression Analysis By Example Using R

Download or read book Regression Analysis by Example Using R written by Ali S. Hadi and published by John Wiley & Sons. This book was released on 2023-11-30 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: A straightforward and concise discussion of the essentials of regression analysis In the newly revised sixth edition of Regression Analysis By Example Using R, distinguished statistician Dr Ali S. Hadi delivers an expanded and thoroughly updated discussion of exploratory data analysis using regression analysis in R. The book provides in-depth treatments of regression diagnostics, transformation, multicollinearity, logistic regression, and robust regression. The author clearly demonstrates effective methods of regression analysis with examples that contain the types of data irregularities commonly encountered in the real world. This newest edition also offers a brand-new, easy to read chapter on the freely available statistical software package R. Readers will also find: Reorganized, expanded, and upgraded exercises at the end of each chapter with an emphasis on data analysis Updated data sets and examples throughout the book A central glossary of common terms and formulae at the end of the book Complimentary access to a companion website that provides data sets in R, SPSS, SAS, and Minitab Perfect for upper-level undergraduate or beginning graduate students in statistics, mathematics, biostatistics, and computer science programs, Regression Analysis By Example Using R will also benefit readers who need a reference for quick updates on regression methods and applications.