RStudio for R Statistical Computing Cookbook by Andrea Cirillo

By Andrea Cirillo

Key Features

  • 54 priceless and useful projects to enhance operating systems
  • Includes optimizing functionality and reliability or uptime, reporting, process administration instruments, interfacing to plain information ports, and so on
  • Offers 10-15 real-life, sensible advancements for every consumer type

Book Description

The requirement of dealing with complicated datasets, appearing unparalleled statistical research, and supplying real-time visualizations to companies has involved statisticians and analysts around the globe. RStudio is an invaluable and strong software for statistical research that harnesses the facility of R for computational statistics, visualization, and information technology, in an built-in improvement environment.

This ebook is a set of recipes to help you examine and comprehend RStudio positive factors that you should successfully practice statistical research and reporting, code enhancing, and R improvement. the 1st few chapters will educate you ways to establish your individual information research undertaking in RStudio, collect information from varied information resources, and control and fresh facts for research and visualization reasons. you will get hands-on with a variety of facts visualization equipment utilizing ggplot2, and you'll create interactive and multidimensional visualizations with D3.js. extra recipes can help you optimize your code; enforce a variety of statistical versions to control huge datasets; practice textual content research and predictive research; and grasp time sequence research, computing device studying, forecasting; and so forth. within the ultimate few chapters, you will how you can create stories out of your analytical program with the total variety of static and dynamic reporting instruments which are to be had in RStudio that you should successfully speak effects or even remodel them into interactive net applications.

What you'll learn

  • Familiarize your self with the most recent complex R console features
  • Create complicated and interactive graphics
  • Manage your R undertaking and venture documents effectively
  • Perform reproducible statistical analyses on your R projects
  • Use RStudio to layout predictive types for a selected domain-based application
  • Use RStudio to successfully speak your analyses effects or even post them to a blog
  • Put your self at the frontiers of information technology and information monetization in R with all of the instruments which are had to successfully speak your effects or even remodel your paintings right into a info product

About the Author

Andrea Cirillo is at present operating as an inner auditor at Intesa Sanpaolo banking workforce. He won loads of monetary and exterior audit event at Deloitte Touche Tohmatsu and inner audit event at FNM, a indexed Italian company.

His present major tasks contain evaluate of credits hazard administration types and their enhancement as a rule in the box of the Basel III capital agreement.

He is married to Francesca and is the daddy of Tommaso, Gianna, and Zaccaria.

Andrea has written and contributed to a couple valuable R applications and frequently stocks insightful suggestion and tutorials approximately R programming.

His learn and paintings in most cases makes a speciality of using R within the fields of hazard administration and fraud detection, mostly via modeling customized algorithms and constructing interactive applications.

Table of Contents

  1. Acquiring information on your Project
  2. Preparing for research – information detoxification and Manipulation
  3. Basic Visualization Techniques
  4. Advanced and Interactive Visualization
  5. Power Programming with R
  6. Domain-specific Applications
  7. Developing Static Reports
  8. Dynamic Reporting and net program Development

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