Master
2024/2025
Quantitative Data Analyses
Type:
Elective course (Modern Social Analysis)
Area of studies:
Sociology
Delivered by:
Department of Sociology
When:
1 year, 4 module
Mode of studies:
offline
Open to:
students of one campus
Instructors:
Olessia Koltsova
Master’s programme:
Modern Social Analysis
Language:
English
ECTS credits:
3
Course Syllabus
Abstract
The course covers different types of regression modeling, including further insights into linear regression and diagnostics for linear models, binary, multinomial, ordered regression, models for count data, along with causal inference methods. Students are assumed to have basic knowledge of statistics and be familiar with several conventional statistical methods, most importantly linear regression, and with the R programming environment.