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

Hypothesis Testing

• T-tests
• Exact Binomial Test
• Chi-squared Goodness of Fit Test
• [Chi-squared Contingency Table Analyses]
• [Verifying Assumptions with Q-Q Plots]

Linear Models

• Correlation Analysis
• Regression Analysis

Miscellaneous

• Data Sampling
• For Loops
• Combining Data