Saint Petersburg, Russia

Applied Regression

online course
when 16 August 2021 - 21 August 2021
language English
duration 1 week
credits 2 EC
fee EUR 175

The purpose of this course is to acquaint the student with basic regression methods, including linear regression, logistic regression, and Poisson regression. The course assumes knowledge of basic statistics. Some prior experience with the R programming language will be very helpful but is not required. Each session has a lecture and a lab component. Labs review examples of problems discussed in the lecture.

Course leader

Eduard Ponarin: Head of Ronald F. Inglehart Laboratory for Comparative Social Research; Professor at the Department of Sociology (HSE St. Petersburg)

Target group

Participation in the IPSA - HSE Summer School is open to students of all levels of study, academics and professionals, provided they meet the prerequisites specified for courses.

Course aim

Day 1: Linear regression. Outliers, non-linearity, multicollinearity, heteroscedasticity.
Day 2: Binary response variable. Logit models.
Day 3: Multinomial response variable.
Day 4: Poisson response variable.
Day 5: Poisson regression for log-linear models to analyze complex contingency tables.

Credits info

2 EC
ECTS are given upon successful completion of examination procedures.

Fee info

EUR 175: General fee. All fees will have to be paid in rubles. EUR 175 ≈ RUB 15900

All applicants are to pay the non-refundable registration fee of EUR 10 ≈ RUB 900.
EUR 120: The discounted fee that can be paid by:

- Students and employees of Russian universities and research (education) institutions, including HSE University and its campuses;

- IPSA Methods Schools alumni, including the alumni of the IPSA-HSE Summer School;

- Citizens of the developing countries, according to the following list: https://spb.hse.ru/mirror/pubs/share/242571054

EUR 120 ≈ RUB 10900