Title: Probability with R: An Introduction with Computer Science Applications (2nd Edition)
Author(s): Jane Horgan
Publisher: Chapman and Hall/CRC
Description: “Probability with R: An Introduction with Computer Science Applications” by Jane Horgan is a comprehensive textbook that provides an introduction to probability theory with a focus on practical applications in computer science. In this 2nd Edition, Horgan offers updated content and examples, incorporating the use of the R programming language for statistical analysis and simulation. The book covers key topics such as basic probability concepts, random variables, probability distributions, statistical inference, and Monte Carlo methods. With a focus on using R for probability computations and data analysis, the author provides hands-on exercises and examples to reinforce understanding and practical skills. Whether you’re a student studying probability theory, a computer science student interested in applying probability concepts to programming, or a practitioner working in data analysis and statistical modeling, this book serves as an invaluable resource for mastering probability theory and its applications in computer science. Through clear explanations, code examples, and practical exercises, readers gain insights into probability concepts and learn how to apply them effectively using the R programming language, enhancing their ability to solve real-world problems and make data-driven decisions.