Book Image

R Programming By Example

By : Omar Trejo Navarro
Book Image

R Programming By Example

By: Omar Trejo Navarro

Overview of this book

R is a high-level statistical language and is widely used among statisticians and data miners to develop analytical applications. Often, data analysis people with great analytical skills lack solid programming knowledge and are unfamiliar with the correct ways to use R. Based on the version 3.4, this book will help you develop strong fundamentals when working with R by taking you through a series of full representative examples, giving you a holistic view of R. We begin with the basic installation and configuration of the R environment. As you progress through the exercises, you'll become thoroughly acquainted with R's features and its packages. With this book, you will learn about the basic concepts of R programming, work efficiently with graphs, create publication-ready and interactive 3D graphs, and gain a better understanding of the data at hand. The detailed step-by-step instructions will enable you to get a clean set of data, produce good visualizations, and create reports for the results. It also teaches you various methods to perform code profiling and performance enhancement with good programming practices, delegation, and parallelization. By the end of this book, you will know how to efficiently work with data, create quality visualizations and reports, and develop code that is modular, expressive, and maintainable.
Table of Contents (12 chapters)

Object-Oriented System to Track Cryptocurrencies

In this chapter, we will introduce a new way of programming that we have not explicitly used before in the book. It's called object-oriented programming, and it will be used throughout our third and final example in the book. Object-oriented programming is very popular among programmers, and it's mainly used to allow for complex abstraction relations to be modeled and implemented in such a way that the evolution of the system is not jeopardized.

When developing object-oriented systems, and in general when we program, we should strive for simplicity, but it doesn't come naturally. When dealing with a complex domain, it's easier to create complex rather than simple code. Programmers must make an active effort to produce simple code, since simplicity depends mostly on the programmer, not the language. In this chapter...