Advanced R: Data Programming and the Cloud

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9781484220764: Advanced R: Data Programming and the Cloud
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Program for data analysis using R and learn practical skills to make your work more efficient. This book covers how to automate running code and the creation of reports to share your results, as well as writing functions and packages. Advanced R is not designed to teach advanced R programming nor to teach the theory behind statistical procedures. Rather, it is designed to be a practical guide moving beyond merely using R to programming in R to automate tasks.

This book will show you how to manipulate data in modern R structures and includes connecting R to data bases such as SQLite, PostgeSQL, and MongoDB. The book closes with a hands-on section to get R running in the cloud. Each chapter also includes a detailed bibliography with references to research articles and other resources that cover relevant conceptual and theoretical topics.


What You Will Learn
  • Write and document R functions
  • Make an R package and share it via GitHub or privately
  • Add tests to R code to insure it works as intended
  • Build packages automatically with GitHub
  • Use R to talk directly to databases and do complex data management
  • Run R in the Amazon cloud
  • Generate presentation-ready tables and reports using R

Who This Book Is For

Working professionals, researchers, or students who are familiar with R and basic statistical techniques such as linear regression and who want to learn how to take their R coding and programming to the next level.

Contraportada:

Advanced R: Applied Programming and Data Analysis is a practical book that shows you how to program in R in order to efficiently conduct data analysis as well as apply and share the results through automatically generated reports. 

What You'll Learn:
· How to write and document R functions· How to make an R package and share it via GitHub or privately· How to add tests to R code to insure it works as intended· How to add automatic package building with GitHub· How to have R talk directly to data bases and do complex data management· How to conduct advanced analyses in R including: generalized linear models, generalized additive models, and mixed effects models· How to address missing data using multiple imputation in R· How to run R in the Amazon cloud· How to generate presentation-ready tables and reports using R 

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ISBN 10: 1484220765 ISBN 13: 9781484220764
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ISBN 10: 1484220765 ISBN 13: 9781484220764
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Buchbeschreibung Apress, 2016. Paperback. Zustand: Brand New. 1st ed. edition. 279 pages. 9.75x6.75x0.75 inches. In Stock. Bestandsnummer des Verkäufers zk1484220765

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