Advanced R : data programming and the cloud / Matt Wiley, Joshua F. Wiley.
Wiley, Matt, author.; Wiley, Joshua F. author.
2016
QA276.45.R3
Available Online

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Details

Title Advanced R : data programming and the cloud / Matt Wiley, Joshua F. Wiley.
Author Wiley, Matt, author.
ISBN 9781484220771 (electronic book)
1484220773 (electronic book)
9781484220764
Published [United States] : Apress, 2016.
Distributor New York, NY : Distributed to the book trade worldwide by Springer,
Copyright ©2016
Language English
Description 1 online resource (xix, 279 pages) : illustrations.
Call Number QA276.45.R3
Dewey Decimal Classification 005.13/3
004
Summary Chapter 5: Writing Classes and Methods; S3 System; S3 Classes; S3 Methods; S4 System; S4 Classes; S4 Class Inheritance; S4 Methods; Summary; Chapter 6: Writing a Package; Before You Get Started; Version Control; R Package Basics; Starting a Package by Using DevTools; Adding R Code; Tests; Documentation Using roxygen2; Functions; Data; Classes; Methods; Building, Installing, and Distributing an R Package; Summary; Chapter 7: Introduction to Data Management Using data.table; Introduction to data.table; Selecting and Subsetting Data; Using the First Formal; Using the Second Formal
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed December 8, 2016).
Added Author Wiley, Joshua F. author.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
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At a Glance; Contents; About the Authors; About the Technical Reviewer; Acknowledgments; Introduction; Chapter 1: Programming Basics; Advanced R Software Choices; Reproducing Results; Types of Objects; Base Operators and Functions; Mathematical Operators and Functions; References; Chapter 2: Programming Utilities; Help and Documentation; System and Files; Input; Output; References; Chapter 3: Programming Automation; Loops; Flow Control; *apply Family of Functions; Final Thoughts; Chapter 4: Writing Functions; Components of a Function; Scoping; Functions for Functions; Debugging

Using the Second and Third FormalsVariable Renaming and Ordering; Computing on Data and Creating Variables; Merging and Reshaping Data; Merging Data; Reshaping Data; Summary; Chapter 8: Data Munging with data.table; Data Munging / Cleaning; Recoding Data; Recoding Numeric Values; Creating New Variables; Fuzzy Matching; Summary; Chapter 9: Other Tools for Data Management; Sorting; Selecting and Subsetting; Variable Renaming and Ordering; Computing on Data and Creating Variables; Merging and Reshaping Data; Summary; Chapter 10: Reading Big Data(bases); SQLite; Installing SQLite on Windows

SQLite and RPostgreSQL; Installing PostgreSQL on Windows; PostgreSQL and R; MongoDB; Installing MongoDB on Windows; MongoDB and R; Summary; Chapter 11: Getting a Cloud; Disclaimers; Starting Amazon Web Services; Accessing Your Instance's Command Line; Uploading Files to Your Instance; Final Thoughts; Chapter 12: Cloud Ubuntu for Windows Users; Common Commands; Superuser and Security; Installing and Using R; Installing and Using RStudio Server; Installing Microsoft R; Installing Java; Installing Shiny on Your Cloud; Final Thoughts; Chapter 13: Every Cloud has a Shiny Lining

The Basics of ShinyShiny in Motion; Uploading a User File into Shiny; Hosting Shiny in the Cloud; Final Thoughts; Chapter 14: Shiny Dashboard Sampler; A Dashboard's Bones; Dashboard Header; Dashboard Sidebar; Dashboard Body; Dashboard in the Cloud; Complete Sampler Code; References; Chapter 15: Dynamic Reports and the Cloud; Needed Software; Local Machine; Cloud Instance; Dynamic Documents; Dynamic Documents and Shiny; server.R; ui.R; report.Rmd; Uploading to the Cloud; Summary; References; Index

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