# Sunthud Pornprasertmanit

## Statistical Consultant in Social Sciences and Education

# Introduction to R

## Syllabus

## Notes

Class 1: Getting Started. R Script.

Class 2: Data frame; Mathematical and Boolean Operations. R Script.

Class 3: Import/Export; Basic Graphs; List; Factor. R Script. Data Sets.

Class 4: Matrix, Aggregate, Basic Statistics. R Script.

Class 5: Analysis of Variance. R Script.

Class 6: Analysis of Variance for Repeated-measures Designs. R Script.

Class 7: Multiple Regression. R Script.

Class 8: Plotting. R Script.

Class 9: Function and If-Statement. R Script.

Class 10: for-loop, sapply, lapply, and paralelling processing. R Script.

Class 11: Generalized Linear Model. R Script.

Class 12: Structural Equation Modeling using lavaan. R Script.

Class 13: Exploratory Factor Analysis. R Script.

Class 14: semTools. R Script.

## Assignments

Assignment 11. Data. Key.