R & RStudio
- Downloading and Installing R Guide
- R Cookbook, 2nd edition “Recipes” for everything R
- R Graphics Cookbook, 2nd edition “Recipes” for data visualization in R
- Linear Regression in R Guide Chapter 2, includes code templates
- Logistic Regression in R Guide Chapter 6, includes code templates
- W3 Schools Tutorials and examples
- Coursera R Free online course from Johns Hopkins
- EdX Complication of online courses
Packages
- Tidyverse R packages for data science
- Tidyverse Guide Chapters 6-7
- ggplot2 Guide Chapters 8-12
- ggplot2 Cheat Sheet
- Shiny R package for data visualization
Python
- Python for Beginners
- W3 Schools Tutorials and examples
- EdX Complication of online courses
Packages
- Pandas Python package for data analysis
- Pandas Basics List of commands for Pandas
Stata
- Stata User Manual
- Stata Tutorial Slide deck from Princeton
- EdX Compilation of online courses
General Statistics
- Coursera Introduction to Statistics Course Free online course from Stanford
- Interactive Statistical Test Flowchart Flowchart to determine which statistical test to use
- Stack Overflow Forums for anything coding (R, Python, Stata, etc.)
- An Introduction to Statistical Learning Beginner-friendly textbook for statistics in R and Python
- StatQuest YouTube channel that explains major statistical methodologies
- Data Analysis Code Templates GitHub repository with code templates for statistical modeling
