These are the exercise files used for NICF - R Fundamental and Statistical Analysis for Beginners course.
The course outline can be found in
https://www.tertiarycourses.com.sg/wsq-r-statistical-analysis-course.html
Topic 1. Getting Started in R
- What is R
- Install R and RStudio IDE
- Explore RStudio Interface
Topic 2. Data Types
- Numbers
- String
- Vector
- Matrix
- Array
- Data Frame
- List
- Factor
Topic 3. R Packages & Data I/O
- Import R Packages
- Import R Data Sets
- Import External Data
- Export Data
Topic 4. Data Visualization
- Scatter Plot
- Boxplot
- Bar chart
- Pie chart
- Histogram
Topic 5. R Programming
- Conditional
- Loop
- Break & Next
- Function Syntax
- Default Arguments
Topic 6. Statistics Analysis with R
- Descriptive Statistics
- Linear Regression Methods
- Correlation Methods
- Hypothesis Testing
- Analysis of Variance (ANOVA)
Final Assessment
- Online Quiz Assessment
- Practicum Written Assessment