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Probability Theory : An Introduction Using R - Shailaja R. Deshmukh

Probability Theory

An Introduction Using R

By: Shailaja R. Deshmukh, Akanksha S. Kashikar

eText | 6 August 2024 | Edition Number 1

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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.

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Non-FictionEconomicsEconometricsEconomic StatisticsComputing & I.T.Business ApplicationsMathematical & Statistical SoftwareEducationMathematicsProbability & StatisticsApplied MathematicsStochastics
Sociology & AnthropologySociologySocial Research & StatisticsReference, Information & Interdisciplinary SubjectsResearch & InformationResearch Methods

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