PROBABILITY THEORY an introduction using r.
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 enjo...
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| Format: | eBook |
| Language: | English |
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[S.l.] :
CHAPMAN & HALL CRC,
2024.
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| Online Access: | Connect to the full text of this electronic book |
| Summary: | 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 chapterThis textbook is for advanced students, professionals, and academic researchers of Statistics, Biostatistics, Economics and Mathematics. |
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| Physical Description: | 1 online resource |
| ISBN: | 9781040091180 1040091180 9781032619057 1032619058 9781040091210 1040091210 |