Deshmukh S Probability Theory An Introduction Using R 2024
General:
Name: Deshmukh S Probability Theory An Introduction Using R 2024
Format: pdf
Size: 7.42 MB
Book:
Title: Probability Theory: An Introduction Using R
Author: Shailaja R. Deshmukh
Language: angielski
Year: 2024
Subjects: Computer Technology, Mathematics, Nonfiction
Publisher: CRC Press
ISBN: 9781032617978
Total pages: 596
Description:
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.
Download from RapidGator
https://rapidgator.net/file/699df90fc7c1539f5e96db688a031871/7kx92p2e8cu8sa1tb0z25g.pdf