Free Download Probability Theory: An Introduction Using R
by Shailaja R. Deshmukh
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.
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