Bachelor
2023/2024
Probability Theory and Mathematical Statistics
Type:
Compulsory course (International Business)
Area of studies:
Management
Delivered by:
Department of Mathematics
Where:
Graduate School of Business
When:
1 year, 3, 4 module
Mode of studies:
offline
Open to:
students of one campus
Instructors:
Margarita Gladkova
Language:
English
ECTS credits:
4
Contact hours:
64
Course Syllabus
Abstract
This is second half of the course Probability Theory and Mathematical Statistics which is a core mathematical subject and is dedicated to statistical part of the course. The statistical section starts with the descriptive techniques but quickly switches to the inferential methods. The topics covered here include sampling distributions, point and interval estimates, hypothesis testing. We conclude with a univariate and, if time permits, multivariate regression. This course is the basis for the development of students' skills in probabilistic and statistical thinking, needed for analysis and modeling in management.