Stats with Brian
Full-length Course on Udemy: linktr.ee/briangreco
- Learn Mathematical Statistics, Introductory Statistics, Bayesian Statistics, R, and SQL
Why are z-scores so amazing?
What is logistic regression?
Chernoff Bounds - Improving Markov and Chebyshev's Inequality
The Central Limit Theorem is Amazing
Why are there two t-tests? | Pooled vs. Unpooled
Why does the sample variance have an n-1?
I'm 95% Confident You Don't Know What a Confidence Interval Means
Что такое поправка Бонферрони для множественного тестирования?
Prediction Intervals vs. Confidence Intervals
The LASSO... MADE EASY!!!
The physics of probability mass and density functions
What is Least Squares Linear Regression?
Тесты отношения правдоподобия четко объяснены
Fail to reject the null hypothesis?
Что такое состоятельная оценка в статистике?
Полная статистика, вспомогательная статистика и теорема Басу
Minimal Sufficient Statistics Clearly Explained
Chi-squared tests ... MADE EASY!!!
Объяснение теоремы Рао-Блэквелла
The EM Algorithm Clearly Explained (Expectation-Maximization Algorithm)
p-values explained, in 5 levels of complexity
Что такое степень свободы?
The Monty Hall Problem without probability
Analysis of Variance (ANOVA) and F statistics .... MADE EASY!!!
The Cramer-Rao Lower Bound ... MADE EASY!!!
Выбросы в анализе данных... и как с ними бороться!
The Uniform Distribution MLE is... very UNLIKELY
Байесовская и частотная статистика... СТАЛО ПРОЩЕ!!!
Maximum Likelihood Estimation ... MADE EASY!!!
Простейший непараметрический тест... Тест знаков