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 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|
Handouts will be provided.
Introduced when necessary.
Equivalent know\ledge of LAT.A401