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R programming

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R

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  1. Global variables in R
  2. exists()
  3. Writing a for-loop in R
  4. How to rename a variable in R without copying the object?
  5. Handling Strings with R

Dplyr/plyr

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  1. What is purpose of dot before variables (i.e. "variables") in the R Plyr package?

Meta

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  1. Designing projects

Packages

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  1. package-development.pdf
  2. R packages
  3. Writing documentation with Roxygen2
  4. Connecting to other packages
  5. Making Your First R Package
  6. Writing an R package from scratch

Functions

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  1. codetools::findGlobals()

R Markdown

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  1. Debugging with RStudio/Rmd
  2. Knitr options
  3. Pimp my RMD: a few tips for R Markdown

Plotting (clean up rmd)

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  1. Intro to ggplot2 and knitr
  2. ggplot grid from loop
  3. arrange grid into cols

Tables

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  1. Interleaving tables and plots in R Markdown, within loop
  2. Summary of Regression Models as HTML Table

Import/export

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  1. Quickly reading very large tables as dataframes
  2. How can I load an object into a variable name that I specify from an R data file?
  3. Reading and Writing CSV Files

Books

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  1. R Markdown: The Definitive Guide
  2. R Packages
  3. Advanced R

Notable R People

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  1. Hadley Wickham
  2. Jenny Bryan
  3. Mara Averick

Cheat Sheets

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  1. package-development.pdf
  2. ggplot2-cheatsheet.pdf
  3. rmarkdown-cheatsheet-2.0.pdf
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