Stats with Brian
Full-length Course on Udemy: linktr.ee/briangreco
- Learn Mathematical Statistics, Introductory Statistics, Bayesian Statistics, R, and SQL
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
What is a Bonferroni Correction for multiple testing?
Prediction Intervals vs. Confidence Intervals
The LASSO... MADE EASY!!!
The physics of probability mass and density functions
What is Least Squares Linear Regression?
Likelihood Ratio Tests Clearly Explained
Fail to reject the null hypothesis?
What is a consistent estimator in statistics?
Complete Statistics, Ancillary Statistics, and Basu's Theorem
Minimal Sufficient Statistics Clearly Explained
Chi-squared tests ... MADE EASY!!!
The Rao-Blackwell Theorem Explained
The EM Algorithm Clearly Explained (Expectation-Maximization Algorithm)
p-values explained, in 5 levels of complexity
What is a degree of freedom?
The Monty Hall Problem without probability
Analysis of Variance (ANOVA) and F statistics .... MADE EASY!!!
The Cramer-Rao Lower Bound ... MADE EASY!!!
Outliers in Data Analysis... and how to deal with them!
Link functions for GLMs... MADE EASY!!!
The Uniform Distribution MLE is... very UNLIKELY
Bayesian vs. Frequentist Statistics ... MADE EASY!!!
Maximum Likelihood Estimation ... MADE EASY!!!
The simplest non-parametric test... The Sign Test
Skewness... MADE EASY!!!
Unbiased Estimators ... Made Easy!