Probability Theory: An Introduction Using R

di Shailaja R. Deshmukh (Autore)

Akanksha S. Kashikar (Autore)

Taylor & Francis Ltd, 2024

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.

• Autore: Shailaja R. Deshmukh, Akanksha S. Kashikar
• Editore: Taylor & Francis Ltd
• Anno: 2024
• Rilegatura: Hardback
• Pagine: 596 p.
• Dimensioni: 234 x 156 mm
• Peso: 1260 gr.
• EAN: 9781032617978

Testo in English