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

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




    pdf | 14.35 MB | English | Isbn:9781032617978 | Author: Shailaja R. Deshmukh, Akanksha S. Kashikar | Year: 2024

    About ebook: 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 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.

    کد:
    https://rapidgator.net/file/859d50c28d360adf0b309b5de2e6ebba/
    کد:
    https://filestore.me/is6z0tqe8nwt
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