It is with great pleasure that we present this textbook tailored for students pursuing Bachelor of Computer Applications (BCA) and Bachelor of Science (B.Sc.) degrees at Bengaluru North University. This book is dedicated to the dynamic and ever-evolving field of Statistical Computing and R Programming.
In today’s data-driven world, the ability to harness and analyze data is of paramount importance. This textbook is designed to provide you with a solid foundation in statistical computing and the versatile R programming language, empowering you to become proficient data scientists and analysts.
With a combination of theory, practical examples, and hands-on exercises, we aim to equip you with the knowledge and skills necessary to excel in academia and your future careers. Whether you are exploring the realms of computer applications or delving into the world of science, this book is your comprehensive guide to unlocking the full potential of statistical computing and R programming.
Contents –
1. Introduction to R Programming
2. Fundamentals of R
3. R Data Structure
4. R Statements and Loop
5. Files and Functions
6. Exceptions
7. Statistics and Probability
8. Common Probability Distribution
9. Statistical Testing and Modelling
10. Hypothesis Testing
11. Regression
12. Advanced Graphics
Lab Manual
Model Question Papers
