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Advanced R Solutions (Chapman & Hall/CRC The R Series)
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Working through the exercises and their solutions will give you a deeper understanding of a variety of programming challenges, many of which are relevant to everyday work.
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What Stands Out
Product Details
- This book offers solutions to all 284 exercises in Advanced R, Second Edition. All the solutions have been carefully documented and made to be as clear and accessible as possible. Working through the exercises and their solutions will give you a deeper understanding of a variety of programming challenges, many of which are relevant to everyday work. This will expand your set of tools on a technical and conceptual level. You will be able to transfer many of the specific programming schemes directly and will discover far more elegant solutions to everyday problems.Features:When R creates copies, and how it affects memory usage and code performanceEverything you could ever want to know about functionsThe differences between calling and exiting handlersHow to employ functional programming to solve modular tasksThe motivation, mechanics, usage, and limitations of R's highly pragmatic S3 OO systemThe R6 OO system, which is more like OO programming in other languagesThe rules that R uses to parse and evaluate expressionsHow to use metaprogramming to generate HTML or LaTeX with elegant R codeHow to identify and resolve performance bottlenecks
| Publisher | Routledge |
| Publication date | August 24, 2021 |
| Edition | 1st |
| Language | English |
| Print length | 286 pages |
| ISBN-10 | 1032007508 |
| ISBN-13 | 978-1032007502 |
| Item Weight | 1.42 pounds (640 grams) |
| Dimensions | 6.38 x 0.9 x 9.45 inches (16.2 x 2.3 x 24 cm) |
| Part of series | Chapman & Hall/CRC The R |
Who Should Buy?
-
Intermediate R Users
Ideal for users with basic R knowledge looking to deepen their understanding of advanced data manipulation techniques.
-
Data Scientists
Provides essential tools and concepts for data scientists seeking to enhance their R programming skills for analysis.
-
Academic Researchers
A useful resource for researchers requiring sophisticated statistical methods to support their academic work in R.
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Beginners
Not suitable for complete beginners, as it assumes prior knowledge of R programming and data analysis concepts.
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Casual Users
May not be beneficial for users who require only basic R functionality for minimal or simple data tasks.
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Non-Technical Readers
Not ideal for those without a technical background or interest in programming and statistical methodologies.
Product Description
Customer Questions & Answers
-
Question:
What topics are covered in Advanced R Solutions?
Answer: Advanced R Solutions delves into advanced programming concepts in R, including functional programming, performance optimization, and advanced object-oriented programming. It serves as a practical guide for those who already have a basic understanding of R and wish to enhance their coding skills. The book is structured to include numerous examples and exercises, making it ideal for data scientists and analysts seeking to refine their R programming capabilities. -
Question:
Who is the author of Advanced R Solutions?
Answer: The author of Advanced R Solutions is Hadley Wickham, a prominent figure in the R community. He is well-known for his contributions to R programming and has developed several widely-used R packages. The author's expertise ensures that readers gain insights from a leader in the field, offering a robust approach to understanding complex R programming concepts and practical applications. -
Question:
Is Advanced R Solutions suitable for beginners?
Answer: No, Advanced R Solutions is not specifically designed for beginners. It targets individuals who have a foundational understanding of R and are looking to deepen their programming knowledge. If you're new to R, it’s advisable to start with introductory resources before tackling this book, which focuses on more sophisticated programming techniques and advanced analytics. -
Question:
What format is Advanced R Solutions available in?
Answer: Advanced R Solutions is available in both print and digital formats. This flexibility allows readers to choose their preferred method of learning. The digital version is particularly useful for interactive coding and quick reference while working on R projects, whereas the print version offers a more traditional reading experience and is beneficial for annotating and highlighting important sections. -
Question:
Are there exercises included in Advanced R Solutions?
Answer: Yes, Advanced R Solutions includes numerous exercises designed to reinforce the concepts covered in each chapter. These practical exercises provide readers with hands-on experience, allowing them to apply the advanced techniques they have learned. This focus on practical application makes the book not just theoretical but also highly relevant for real-world data analysis scenarios. -
Question:
Can Advanced R Solutions help with data analysis projects?
Answer: Absolutely, Advanced R Solutions is an excellent resource for enhancing skills related to data analysis projects. By mastering advanced programming techniques in R, readers can approach data manipulation, statistical modeling, and visualization with greater proficiency. This book empowers data analysts and scientists to deliver more sophisticated analytical solutions that can drive insights in various industries. -
Question:
Does Advanced R Solutions cover package development in R?
Answer: Yes, package development is a significant topic in Advanced R Solutions. The book discusses how to create and manage R packages effectively, which is essential for sharing and deploying R code for wider use. By learning these skills, readers can contribute to the R community and enhance their own workflow efficiency by developing reusable code tools. -
Question:
What is the target audience for Advanced R Solutions?
Answer: The target audience for Advanced R Solutions includes intermediate to advanced R users, data scientists, statisticians, and software developers. Those who have already handled basic R programming and seek to elevate their skill set will find this book particularly beneficial in mastering advanced topics. Its practical examples and exercises are designed to meet the demands of professionals working with R in various sectors. -
Question:
How does Advanced R Solutions differ from other R programming books?
Answer: Advanced R Solutions differentiates itself by focusing on a deep understanding of R programming’s underlying principles. While many R books may cover the basics, this one emphasizes advanced topics like functional programming and performance tuning. This depth makes it particularly valuable for users who want to optimize their coding and tackle complex data challenges more efficiently. -
Question:
Where can I buy Advanced R Solutions Chapman & Hall/CRC The R Series 1st Edition?
Answer: You can purchase Advanced R Solutions Chapman & Hall/CRC The R Series 1st Edition on Ubuy in Turks and Caicos. Ubuy offers a convenient platform for finding this essential resource tailored for advanced R programming, ensuring quick access to comprehensive materials that can elevate your data analysis skills.
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Pros
- In-depth coverage
- Expert authors
- Practical examples
- Comprehensive resources
- Clear explanations
Cons
- Minor jargon use
Product Price History
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USD 207
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Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Features & Benefits
- Gain a deeper understanding of programming challenges
- Expand your set of tools on a technical and conceptual level
- Discover more elegant solutions to everyday problems
- Learn about R's highly pragmatic S3 OO system and R6 OO system
- Understand how to use metaprogramming for elegant R code
- Identify and resolve performance bottlenecks