- Introduction to R
- Course Logistics
- Section 1: Material

- Finding your way around R
- Exercise Answers - Finding your way around R
- Basic Commands
- Exercise Answers - Basic Commands
- Operators
- Exercise Answers - Operators
- Miscellaneous
- Exercise Answers - Miscellaneous
- Intro to R Studio
- Section 2: Material

- Data Types
- Exercise Answers - Data Types
- Object Types
- Exercise Answers - Object Types
- Vectors
- Exercise Answers - Vectors
- Arrays and Matrices
- Exercise Answers - Arrays and Matrices
- Factors and Lists
- Exercise Answers - Factors and Lists
- Data Frames and Tables
- Exercise Answers - Data Frames and Tables
- Section 3: Material

- Text Files
- Exercise Answers - Text Files
- Spreadsheets - Excel Files
- Exercise Answers - Excel Files
- Section 4: Material

- Vector Operations
- Exercise Answers - Vector Operations
- Array Operations
- Exercise Answers - Array Operations
- Matrix Operations
- Exercise Answers - Matrix Operations
- Data Frame Operations
- Exercise Answers - Data Frame Operations
- Factor Operations
- Exercise Answers - Factor Operations
- Operations on Text
- Exercise Answers - Operations on Text
- Operations on Dates
- Exercise Answers - Operations on Dates
- Section 5: Material

- Loops and Conditions
- Section 6: Material

- Descriptive Statistics
- Exercise Answers - Descriptive Statistics
- Probability Distributions
- Exercise Answers - Probability Distributions
- Hypothesis Testing - One and Two Sample T-tests
- Exercise Answers - Hypothesis Testing - One and Two Sample T-tests
- Hypothesis Testing - KS-test and F-test
- Exercise Answers - Hypothesis Testing - KS-test and F-test
- Linear Modeling - Working with Formula Objects
- Exercise Answers - Linear Modeling - Working with Formula Objects
- Linear Modeling - Generating a Linear Model
- Exercise Answers - Linear Modeling - Generating a Linear Model
- Linear Modeling - Updating a Linear Model
- Exercise Answers - Linear Modeling - Updating a Linear Model
- Generalized Linear Models
- Non-Linear Regression
- Exercise Answers - Non Linear Regression
- Tree Models
- Exercise Answers - Tree Models
- Section 7: Material

- Univariate Plots - I
- Exercise Answers - Univariate Plots - I
- Univariate Plots - II
- Exercise Answers - Univariate Plots - II
- Multivariate Plots - I
- Exercise Answers - Multivariate Plots - I
- Multivariate Plots - II
- Exercise Answers - Multivariate Plots - II
- Formatting a Plot - Points
- Exercise Answers - Formatting a Plot - Points
- Formatting a Plot - Lines
- Exercise Answers - Formatting a Plot - Lines
- Formatting a Plot - Regions and Layout
- Formatting a Plot - Axes
- Exercise Answers - Formatting a Plot - Axes
- Formatting a Plot - Text
- Exercise Answers - Formatting a Plot - Text
- Formatting a Plot - Color
- Exercise Answers - Formatting a Plot - Color
- Miscellaneous
- Exercise Answers - Miscellaneous
- Section 8: Material

- Text files