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Probability Theory

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.