Probability Theory: An Introduction Using R - Shailaja R. Deshmukh

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pdf | 14.35 MB | English | Isbn:9781040091210 | Author: Shailaja R. Deshmukh, Akanksha S. Kashikar | Year: 2024

About ebook: Probability Theory: An Introduction Using R

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.

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