Probability theory

• Verfasst von: Deshmukh, Shailaja [VerfasserIn]
• Verfasst von: Kashikar, Akanksha S. [VerfasserIn]
• Titel: Probability theory
• Titelzusatz: an introduction using R
• Verf.angabe: Shailaja R. Deshmukh and Akanksha S. Kashikar
• Ausgabe: First edition
• Verlagsort: Boca Raton
• Verlag: C&H/CRC Press
• Jahr: 2025
• Umfang: xx, 575 Seiten
• Fussnoten: Includes bibliographical references and index
• ISBN: 978-1-032-61797-8
• ISBN: 978-1-032-61903-3
• Schlagwörter: (s)Wahrscheinlichkeitsrechnung / (s)Wahrscheinlichkeitslogik / (s)R <Programm>
• Sprache: eng
• Bibliogr. Hinweis: Erscheint auch als : Online-Ausgabe: Deshmukh, Shailaja R: Probability theory. - First edition. - Boca Raton : C&H/CRC Press, 2024
• K10plus-PPN: 1888565772

Abstract

"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"--