# Methods and Statistics Summer School Courses

The Department of Methodology and Statistics (M&S) offers over 20 courses, regarding topics such as: SEM models, longitudinal data methods, R, Python, text mining, survey research, hypothesis evaluation/model selection, Bayes, multilevel modeling, networks, qualitative research methods, and many more data science topics!

## Course overview

Below, you can find a list of our courses. You can also read more about them via our website.

## M&S Summer School programme

### SEM models

- Introduction to Structural Equation Modeling using lavaan (e-learning)

Introduction to Structural Equation Modeling using Mplus

Advanced longitudinal modeling in Mplus

### Longitudinal

- Modeling the dynamics of intensive longitudinal data (fully booked for 2024)

### R

- Introduction to Structural Equation Modeling using lavaan (e-learning)
- Data Science: Statistical programming with R
- Data Science: Introduction to Text Mining with R

### Python

### Text mining

### Survey

- Survey research: Design, implementation, and data processing
- Survey research: Statistical analysis and estimation
- Advanced Survey Design (resumes next year)
- Cross-national data: From questionnaire development to analysis

### Hypothesis evaluation / model selection

### Bayes

### Multilevel analysis

### Qualitative research

### Data science

- Data Science: Programming with Python
- Data Science: Statistical Programming with R
- Data Science: Multiple Imputation in Practice
- Data Science: Data Analysis
- Data Science: Network Science
- Data Science: Applied Text Mining
- Data Science: Machine Learning with Python
- Data Science: Text Mining with R

### Other Topics

- Applied Multivariate Analysis
- Open Science Bootcamp
- Cross-national data: From questionnaire development to analysis

## Contact

Do you have any questions? Feel free to send an email to ms.summerschool@uu.nl.

Hope to see you in summer!