R

General links:

• Instructions for Installing R
• R Official Website
• CRAN’s Introduction to R manual
• Base R cheat sheet
• Introducing R (Great resource for beginners!)
• UCLA R learning modules (Also a great resource for beginners. Goes in depth on selected topics)
• Oscar Reyna Torres Resources (Powerpoints on a wide variety of topics. Helpful for ECO385!)
• Textbook: Using R and RStudio for Data Management, Analysis, and Graphics (very comprehensive!)

Inputting/Importing/Exporting Data

• R data import cheat sheet
• Quick-R guide to inputting/importing/exporting data

Data Management

• R data transformation cheat sheet
• Handling and processing strings in R
• Working with Dates in R
• Quick-R Guide to Data Management (is quite comprehensive)
  

Descriptive Statistics

• RStudio guide to descriptive statistics
• R-bloggers tutorial for descriptive statistics
• “Recipes” for descriptive statistics in R

Visualizations

• Comprehensive Guide to Data Visualization in R
• Introduction to R Graphics with ggplot2
• Data Visualization in R cheat sheet
• Shiny cheat sheet
• R color palette cheat sheet

Regressions

    Linear Regression

•         R-Statistics Guide
•         Harvard Guide to Regression Models

    Logistic Regression

•         UCLA Guide
•         Simple Guide to Logistic Regression

Machine Learning

•         An Introduction to Statistical Learning with Applications in R
•         Machine learning in R for beginners

R Markdown

•         R Markdown reference guide
•         Introduction to R Markdown