Probability Theory: An Introduction Using R
Shailaja R. Deshmukh
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.
年:
2024
出版商:
Chapman and Hall/CRC
語言:
english
ISBN 10:
1032617977
ISBN 13:
9781032617978
文件:
PDF, 7.61 MB
IPFS:
,
english, 2024