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!