R Statistics Essential Training
Details
SkillsFuture Course - R Statistics Essential Training
R is the language of big data—a statistical programming language that helps describe, mine, and test relationships between large amounts of data. The trainer will use R to model statistical relationships using graphs, calculations, tests, and other analysis
tools. Learn how to enter and modify data; create charts, scatter plots, and histograms; examine outliers; calculate correlations; and compute regressions, bivariate associations, and statistics for three or more variables.
Topics include:
- Installing R on your computer
- Using the built-in datasets
- Importing data
- Creating bar and pie charts for categorical variables
- Creating histograms and box plots for quantitative variables
- Calculating frequencies and descriptives
- Transforming variables
- Coding missing data
- Analyzing by subgroups
- Creating charts for associations
- Calculating correlations
- Creating charts and statistics for three or more variables
- Creating crosstabs for categorical variables
Outline
Module 1. Getting Started
- What is R
- Install R and RStudio
- Explore RStudio Interface
- Variables
Module 2. Data Types
- Numbers
- Text
- Vector
- Matrix
- Array
- Data Frame
- Factor
- List
Module 3. Packages & Data Sets
- Packages
- Data Sets
Module 4. File Input/Output
- Read data from file
- Read data from web
- Write data to file
Module 5. Charts
- Scatter Plot
- Boxplot
- Bar chart
- Pie chart
- Histogram
Module 6. Control Structures
- Conditional
- Loop
- Break & Next
- Operators
Module 7: Function
- Function Syntax
- Function Example
- Function With Default Arguments
Module 8. Statistical Application of R
- Basic Statistics
- Correlation
- Linear Regression
- Multiple Regression
- 2 Sample T-Test
- 1 Sample T-Test
- ANOVA
- Clustering
WDA Training Grant Applicable for Company
For more details, please visit our website at
https://www.tertiarycourses.com.sg/r-statistics-essential-training-in-singapore.html or contact us at [email protected]
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