Probability Theory An Introduction Using R

[Farid]

English | 2024 | ISBN: 1032617977 | 596 pages | True PDF | 7.42 MB

Subject: Medical, Psychology, Sociology, Nonfiction
Catergory: Medical, Psychology, Sociology, Nonfiction
Publisher: Guilford Publications
Description:

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.

🌞 Contents of Download:
📌 Probability Theory An Introduction Using R.pdf (Shailaja R. Deshmukh) (2017) (7.42 MB)

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⭐️ Probability Theory An Introduction Using R ✅ (7.42 MB)
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