- Format
- Bog, hardback
- Engelsk
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Beskrivelse
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 ChapterIncludes a brief introduction to the basic functions of R software for beginners in R and serves as a ready referenceIncludes Numerical computations, simulation studies, and visualizations using R software as easy tools to explain abstract conceptsProvides multiple-choice questions for practiceIncorporates self-explanatory R codes in every chapterThis textbook is for advanced students, professionals, and academic researchers of Statistics, Biostatistics, Economics and Mathematics.
Detaljer
- SprogEngelsk
- Sidetal596
- Udgivelsesdato06-08-2024
- ISBN139781032617978
- Forlag Chapman & Hall/CRC
- FormatHardback
Størrelse og vægt
10 cm
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