Regression and Correlation Analysis Book: STA404 is the fundamental guidebook through all the basic techniques applied in statistical modeling and analysis of relationships. Customized to the Virtual University curriculum, this prepares students with skills and knowledge of how to study and interpret the relationship between variables.
The student discusses simple and multiple regression, correlation coefficients, and hypothesis testing of relationships between variables in STA404. First, the book explains the main topics that will be discussed in the course: model building, diagnostics, and applications of regression and correlation in real-world situations. Transition words and step-by-step instructions make it easier for students to grasp these advanced statistical techniques.
This is a book with a practical approach, offering many examples, exercises, and case studies to reinforce the development of analytical skills. From understanding scatterplots to residual analysis, the readers develop the capability of critically assessing data. The book contains self-assessment questions and detailed solutions that are given for students to consolidate their learning.
The STA404 Book is designed in active voice with a smooth flow; therefore, it is a comprehensive resource that students can get for themselves in relation to regression and correlation analyses. The book strikes a fine balance between theoretical underpinning and practical ability; hence, it comes to be an essential companion volume among students of statistics and associated streams.
Order your copy of the STA404 Regression and Correlation Analysis Book from VU Bookshop Online today and experience learning beyond borders at Virtual University. Be empowered to drive insight and make better decisions with confidence.