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Probability Theory: An Introduction Using R - BaDshaH - 06-21-2024
![[Image: ce077e2c800b154928c2a326fa1b2b71.jpg]](https://i123.fastpic.org/big/2024/0621/71/ce077e2c800b154928c2a326fa1b2b71.jpg)
Probability Theory: An Introduction Using R
English | 2024 | ISBN: 1032617977 | 596 pages | True PDF | 7.42 MB
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.