11:58

Why are z-scores so amazing?

10:25

What is logistic regression?

10:12

Chernoff Bounds - Improving Markov and Chebyshev's Inequality

06:22

The Central Limit Theorem is Amazing

07:06

Why are there two t-tests? | Pooled vs. Unpooled

06:13

Why does the sample variance have an n-1?

03:42

I'm 95% Confident You Don't Know What a Confidence Interval Means

08:07

What is a Bonferroni Correction for multiple testing?

04:37

Prediction Intervals vs. Confidence Intervals

09:07

The LASSO... MADE EASY!!!

12:15

The physics of probability mass and density functions

08:03

What is Least Squares Linear Regression?

18:28

Likelihood Ratio Tests Clearly Explained

05:44

Fail to reject the null hypothesis?

09:51

What is a consistent estimator in statistics?

23:18

Complete Statistics, Ancillary Statistics, and Basu's Theorem

10:32

Minimal Sufficient Statistics Clearly Explained

21:25

Chi-squared tests ... MADE EASY!!!

15:12

The Rao-Blackwell Theorem Explained

30:49

The EM Algorithm Clearly Explained (Expectation-Maximization Algorithm)

10:19

p-values explained, in 5 levels of complexity

12:30

What is a degree of freedom?

04:33

The Monty Hall Problem without probability

10:31

Analysis of Variance (ANOVA) and F statistics .... MADE EASY!!!

10:38

The Cramer-Rao Lower Bound ... MADE EASY!!!

05:03

Outliers in Data Analysis... and how to deal with them!

03:46

The Uniform Distribution MLE is... very UNLIKELY

06:12

Bayesian vs. Frequentist Statistics ... MADE EASY!!!

09:12

Maximum Likelihood Estimation ... MADE EASY!!!

02:56

The simplest non-parametric test... The Sign Test

02:59

Skewness... MADE EASY!!!

06:03

Unbiased Estimators ... Made Easy!

06:54

Can more data be BAD??? (The 10% rule and Finite Population Correction)

07:00

Inverse Transform Sampling ... MADE EASY!!!

04:44

Regularization... Made Easy!!!

04:35

Heteroskedasticity and Homoskedasticity... What are they???

08:32

Independent vs Mutually Exclusive Events ... MADE EASY!!!

07:31

Probability vs. Likelihood ... MADE EASY!!!

09:02

The Method of Moments ... Made Easy!

15:19

Sufficient Statistics and the Factorization Theorem

09:46

Chebyshev's Inequality ... Made Easy!

08:39

Empirical Rule (68-95-99.7 Rule) and Z-scores!

08:53

What is R-Squared (R^2) ... REALLY?

09:25

Markov's Inequality ... Made Easy!