Магистратура 2025/2026

Использование и анализ панельных данных в социальных науках

Статус: Курс по выбору (Социальный анализ рынков на цифровых и опросных данных)

Кто читает: Кафедра высшей математики

Когда читается: 2-й курс, 2 модуль

Охват аудитории: для своего кампуса

Преподаватели: Сальникова Дарья Вячеславовна

Язык: английский

Course Syllabus

Abstract

The course “Panel data: Analysis and Applications for the Social Sciences” aims to provide students with the theoretical background and practical skills in conducting panel data analysis. The first part of the course gives an overview of multiple regression models. The second part of the course focuses on the methodological tools necessary to succeed in handling panel data, namely, regression models with interaction terms and exploratory longitudinal data analysis. The third part covers fixed-effects and random-effects models. Lectures provide students with the theoretical foundations of panel data analysis. Practical sessions develop data analysis and data visualization skills. Students use RStudio for statistical analysis. At the practical sessions, students discuss the key approaches to handling panel data and illustrate them with different examples from social science research, in particular, economic sociology. Students are given datasets from original studies to replicate the findings and change the model specifications if needed.