About this Course

Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
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Intermediate Level
Approx. 17 hours to complete
Russian
Subtitles: Russian
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Intermediate Level
Approx. 17 hours to complete
Russian
Subtitles: Russian

Offered by

National Research University Higher School of Economics logo

National Research University Higher School of Economics

Syllabus - What you will learn from this course

Week
1

Week 1

23 minutes to complete

Вводная лекция

23 minutes to complete
2 videos (Total 3 min), 1 reading
2 videos
О курсе1m
1 reading
Об университете10m
2 hours to complete

Лекция 1. Правило с двумя решениями. Подход Неймана-Пирсона.

2 hours to complete
5 videos (Total 61 min)
5 videos
Подход Неймана-Пирсона. Простые гипотезы.10m
Подход Неймана-Пирсона. Сложные гипотезы.14m
Несмещенность.11m
Тест максимального правдоподобия.5m
6 practice exercises
Лекция 1. Урок 1.5m
Лекция 1. Урок 2.5m
Лекция 1. Урок 3.
Лекция 1. Урок 4.
Лекция 1. Задача 1.30m
Лекция 1. Задача 2.30m
Week
2

Week 2

3 hours to complete

Лекция 2. Введение в множественную проверку гипотез.

3 hours to complete
9 videos (Total 68 min)
9 videos
Формальная постановка и средства решения задачи дисперсионного анализа.5m
Дисперсионный анализ. Одновременно проверяемые гипотезы.9m
Вероятность хотя бы одного ложного отвержения верной индивидуальной гипотезы.13m
Процедура Бонферрони.6m
Прикладные задачи. Зависимость доза-эффект..6m
Прикладные задачи. Сетевой анализ.11m
Прикладные задачи. Гауссовская графическая модель.4m
Прикладные задачи. Оптимизация портфелей инвестиций.5m
5 practice exercises
Лекция 2. Урок 1.5m
Лекция 2. Урок 2.
Лекция 2. Задача 1.30m
Лекция 2. Задача 2.30m
Лекция 2. Задача 3.30m
Week
3

Week 3

2 hours to complete

Лекция 3. Метод объединения-пересечения. Иерархическое семейство.

2 hours to complete
6 videos (Total 63 min)
6 videos
Метод объединения-пересечения.14m
Тест Roy (1953) и тест Фишера.7m
Иерархическое семейство.13m
Проверяемое семейство.11m
Процедуры, рассматриваемые Gabriel (1969).8m
2 practice exercises
Лекция 3. Задача 1.30m
Лекция 3. Задача 2.30m
Week
4

Week 4

2 hours to complete

Лекция 4. Принцип замкнутости.

2 hours to complete
6 videos (Total 73 min)
6 videos
Доказательство контроля FWER и примеры.8m
Сокращенная версия замкнутой процедуры проверки.13m
Частный случай процедуры Холма. Доказательство контроля FWER.18m
Дальнейшие свойства процедуры Холма.11m
Условия согласованности и непротиворечивости процедур множественной проверки гипотез.6m
2 practice exercises
Лекция 4. Задача 1.30m
Лекция 4. Задача 2.30m

Frequently Asked Questions

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