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Practical R 4

- Applying R to Data Manipulation, Processing and Integration

About Practical R 4

Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded in the fundamentals, the rest of Practical R 4 dives into specific projects and examples starting with running and analyzing a survey using R and LimeSurvey. Next, you'll carry out advanced statistical analysis using R and MouselabWeb. Then, yoüll see how R can work for you without statistics, including how R can be used to automate data formatting, manipulation, reporting, and custom functions. The final part of this book discusses using R on a server; yoüll build a script with R that can run an RStudio Server and monitor a report source for changes to alert the user when something has changed. This project includes both regular email alerting and push notification. And, finally, yoüll use R to create a customized daily rundown report of a person's most important information such as a weather report, daily calendar, to-do's and more. This demonstrates how to automate such a process so that every morning, the user navigates to the same web page and gets the updated report. What You Will Learn Set up and run an R script, including installation on a new machine and downloading and configuring R Turn any machine into a powerful data analytics platform accessible from anywhere with RStudio Server Write basic R scripts and modify existing scripts to suit your own needs Create basic HTML reports in R, inserting information as needed Build a basic R package and distribute it Who This Book Is For Some prior exposure to statistics, programming, and maybe SAS is recommended but not required.

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  • Language:
  • English
  • ISBN:
  • 9781484259450
  • Binding:
  • Paperback
  • Pages:
  • 318
  • Published:
  • June 30, 2020
  • Edition:
  • 1
  • Dimensions:
  • 252x176x24 mm.
  • Weight:
  • 636 g.
  In stock
Delivery: 3-5 business days
Expected delivery: January 12, 2025

Description of Practical R 4

Get started with an accelerated introduction to the R ecosystem, programming language, and tools including R script and RStudio. Utilizing many examples and projects, this book teaches you how to get data into R and how to work with that data using R. Once grounded in the fundamentals, the rest of Practical R 4 dives into specific projects and examples starting with running and analyzing a survey using R and LimeSurvey. Next, you'll carry out advanced statistical analysis using R and MouselabWeb. Then, yoüll see how R can work for you without statistics, including how R can be used to automate data formatting, manipulation, reporting, and custom functions.
The final part of this book discusses using R on a server; yoüll build a script with R that can run an RStudio Server and monitor a report source for changes to alert the user when something has changed. This project includes both regular email alerting and push notification. And, finally, yoüll use R to create a customized daily rundown report of a person's most important information such as a weather report, daily calendar, to-do's and more. This demonstrates how to automate such a process so that every morning, the user navigates to the same web page and gets the updated report.
What You Will Learn Set up and run an R script, including installation on a new machine and downloading and configuring R
Turn any machine into a powerful data analytics platform accessible from anywhere with RStudio Server
Write basic R scripts and modify existing scripts to suit your own needs
Create basic HTML reports in R, inserting information as needed
Build a basic R package and distribute it

Who This Book Is For

Some prior exposure to statistics, programming, and maybe SAS is recommended but not required.

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