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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.
Produkteigenschaften
- Artikelnummer: 9781032617978
- Medium: Buch
- ISBN: 978-1-032-61797-8
- Verlag: Chapman and Hall/CRC
- Erscheinungstermin: 06.08.2024
- Sprache(n): Englisch
- Auflage: 1. Auflage 2024
- Produktform: Gebunden, HC gerader Rücken kaschiert
- Gewicht: 1051 g
- Seiten: 596
- Format (B x H x T): 161 x 240 x 36 mm
- Ausgabetyp: Kein, Unbekannt
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