This is a companion exercise course of LAT.A401 in which students learn how to use R to do the statistical analysis of educational data.
Master the basics of R language and its statistical packages.
Statistical data analysis, R
✔ Specialist skills | Intercultural skills | Communication skills | Critical thinking skills | Practical and/or problem-solving skills |
Students will do the assignment with the help of instructors.
Course schedule | Required learning | |
---|---|---|
Class 1 | Introduction | |
Class 2 | Data frame | Reading data into R |
Class 3 | Histogram, cross tabulation | Calculation of basic statistics |
Class 4 | Correlation and regression | Scatter plot and regression |
Class 5 | Statistical inference on population mean | t test |
Class 6 | Oneway ANOVA | Oneway ANOVA |
Class 7 | Twoway ANOVA | Twoway ANOVA |
Class 8 | Review |
Handouts will be provided.
Introduced when necessary.
attendance: 40%
assignment: 60%
Equivalent know\ledge of LAT.A401