Advanced R, Second Edition (Chapman & Hall/Crc The R Series),New

Advanced R, Second Edition (Chapman & Hall/Crc The R Series),New

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Advanced R helps you understand how R works at a fundamental level. It is designed for R programmers who want to deepen their understanding of the language, and programmers experienced in other languages who want to understand what makes R different and special.This book will teach you the foundations of R; three fundamental programming paradigms (functional, objectoriented, and metaprogramming); and powerful techniques for debugging and optimisingyour code.By reading this book, you will learn:The difference between an object and its name, and why the distinction is importantThe important vector data structures, how they fit together, and how you can pull them apart using subsettingThe fine details of functions and environmentsThe condition system, which powers messages, warnings, and errorsThe powerful functional programming paradigm, which can replace many for loopsThe three most important OO systems: S3, S4, and R6The tidy eval toolkit for metaprogramming, which allows you to manipulate code and control evaluationEffective debugging techniques that you can deploy, regardless of how your code is runHow to find and remove performance bottlenecksThe second edition is a comprehensive update:New foundational chapters: 'Names and values,' 'Control flow,' and 'Conditions'comprehensive coverage of object oriented programming with chapters on S3, S4, R6, and how to choose between themMuch deeper coverage of metaprogramming, including the new tidy evaluation frameworkuse of new package like rlang (rlang.rlib.org), which provides a clean interface to lowlevel operations, and purr (purrr.tidyverse.org/) for functional programmingUse of color in code chunks and figures

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To facilitate a smooth return process, a Return Authorization (RA) Number is required for all returns. Returns without a valid RA number will be declined and may incur additional fees. You can request an RA number within 15 days of the original delivery date. For more details, please refer to our Return & Refund Policy page.

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Frequently Asked Questions

  • Q: What topics are covered in 'Advanced R, Second Edition'? A: 'Advanced R, Second Edition' covers foundational topics in R programming, including object and name distinctions, vector data structures, functions and environments, the condition system, functional programming paradigms, and object-oriented programming systems like S3, S4, and R6.
  • Q: Who is the author of this book? A: The author of 'Advanced R, Second Edition' is Hadley Wickham, a prominent figure in the R programming community known for his contributions to R and data science.
  • Q: What is the publication date of this book? A: 'Advanced R, Second Edition' was published on May 30, 2019.
  • Q: How many pages does this book have? A: 'Advanced R, Second Edition' has a total of 588 pages.
  • Q: What is the format of this book? A: This book is available in paperback format.
  • Q: Is this book suitable for beginners in R? A: 'Advanced R, Second Edition' is designed for R programmers looking to deepen their understanding of the language, making it more suitable for those with some prior programming experience rather than complete beginners.
  • Q: Does this book include updates from the first edition? A: Yes, the second edition includes comprehensive updates such as new foundational chapters, deeper coverage of metaprogramming, and the introduction of new packages like rlang and purrr.
  • Q: What programming paradigms are discussed in the book? A: The book discusses three fundamental programming paradigms: functional programming, object-oriented programming, and metaprogramming.
  • Q: Can this book help with debugging R code? A: Yes, 'Advanced R, Second Edition' provides effective debugging techniques that can be applied regardless of how the code is executed.
  • Q: What makes R different from other programming languages? A: 'Advanced R, Second Edition' aims to explain the unique aspects of R, including its object-oriented systems and functional programming capabilities, which differentiate it from other programming languages.