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Probability Theory : An Introduction Using R

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Τίτλος: Probability Theory : An Introduction Using R
Περιγραφή: 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.
Συγγραφείς: Shailaja R. Deshmukh, Akanksha S. Kashikar
Resource Type: eBook.
Θέματα: Probabilities--Data processing--Textbooks, R (Computer program language)--Textbooks
Categories: COMPUTERS / Mathematical & Statistical Software, BUSINESS & ECONOMICS / Statistics, EDUCATION / Statistics, MATHEMATICS / Probability & Statistics / General, MATHEMATICS / Probability & Statistics / Bayesian Analysis, MATHEMATICS / Probability & Statistics / Multivariate Analysis, MATHEMATICS / Probability & Statistics / Regression Analysis, SOCIAL SCIENCE / Statistics, MATHEMATICS / Probability & Statistics / Stochastic Processes, MATHEMATICS / Probability & Statistics / Time Series
Βάση Δεδομένων: eBook Index
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      – Code: 519.202855133
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
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        Type: general
      – SubjectFull: R (Computer program language)--Textbooks
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      – TitleFull: Probability Theory : An Introduction Using R
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            – D: 01
              M: 01
              Type: published
              Y: 2024
            – D: 23
              M: 08
              Type: profile
              Y: 2024
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