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Probability Theory : An Introduction Using R.
・ISBN 978-1-032-61797-8 hard GB£ 171.99
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電子版あり 大学・学術機関向け電子ブック(eBook)ISBN 978-1-032-61905-7
| 著者・編者 | Deshmukh, Shailaja R. / Kashikar, Akanksha S., |
|---|---|
| 出版社 | (Chapman & Hall / CRC, US) |
| 出版年月 | 2024.08 |
| ページ数 | 596 pp. |
| 言語 | ENG |
| ニュース番号 | <723-161> |
解説
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.