R Tutorial Videos

Introductory Videos

• Installing RStudio
• Introduction to Objects and Functions
• Loading Data Into RStudio
• Summarizing Data
• Important R functions
• Indexing Data
• Examining Data Types

Creating Plots

• Histograms [1]
• Boxplots
• Barplots
• Scatterplots
• Density Plots

Hypothesis Testing

• T-tests [2]
• Exact Binomial Test and Sign Test
• Chi-squared Goodness of Fit Test
• Chi-squared Contingency Table Analyses

Miscellaneous

• Data Sampling
• For Loops
• Combining Data