Deshmukh S Probability Theory An Introduction Using R 2024
Deshmukh S Probability Theory An Introduction Using R 2024 | 7.42 MB
596 Pages
Title: Probability Theory: An Introduction Using R
Author: Shailaja R. Deshmukh
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:
https://rapidgator.net/file/65351ea5bfd6289f6541bd6335288a79/Deshmukh_S._Probability_Theory._An_Introduction_Using_R_2024.rar
https://k2s.cc/file/0b29c3904fc07/Deshmukh_S._Probability_Theory._An_Introduction_Using_R_2024.rar
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:
https://rapidgator.net/file/65351ea5bfd6289f6541bd6335288a79/Deshmukh_S._Probability_Theory._An_Introduction_Using_R_2024.rar
https://k2s.cc/file/0b29c3904fc07/Deshmukh_S._Probability_Theory._An_Introduction_Using_R_2024.rar