Магистратура
2024/2025
Принципы прикладной статистики
Статус:
Курс по выбору (Математика машинного обучения)
Когда читается:
1-й курс, 2 модуль
Охват аудитории:
для своего кампуса
Язык:
английский
Course Syllabus
Abstract
Standard courses in mathematical statistics focus on classical statistical methods. However, in practice, modern statistical methods are often used, for example, bootstrap, nonparametric estimation, smoothing based on decomposition in orthogonal bases, methods for reducing dimensionality and sensitivity analysis, etc. Understanding the theory underlying these methods, as well as the ability to apply them in practice, is absolutely necessary for anyone working in mathematical statistics and data analysis.