This book introduces Probability Theory with R software and explains abstract concepts in a simple and easy-to-understand way by combining theory and computation. It discusses conceptual and computational examples in detail, to provide a thorough understanding of basic techniques and develop an enjoyable read for students seeking suitable material for self-study. It illustrates fundamental concepts including fields, sigma-fields, random variables and their expectations, various modes of convergence of a sequence of random variables, laws of large numbers and the central limit theorem.

• Computational exercises based on R software are included in each Chapter

• Includes a brief introduction to the basic functions of R software for beginners in R and serves as a ready reference

• Includes Numerical computations, simulation studies, and visualizations using R software as easy tools to explain abstract concepts

• Provides multiple-choice questions for practice

• Incorporates self-explanatory R codes in every chapter

This textbook is for advanced students, professionals, and academic researchers of Statistics, Biostatistics, Economics and Mathematics.

Book Information
ISBN 9781032617978
Author Shailaja R. Deshmukh
Format Hardback
Page Count 576
Imprint Chapman & Hall/CRC
Publisher Taylor & Francis Ltd