Канал: Learn Statistics with Brian

What is Least Squares Linear Regression?

What is Least Squares Linear Regression?

Likelihood Ratio Tests Clearly Explained

Likelihood Ratio Tests Clearly Explained

The Physics Behind Probability Mass and Probability Density Functions

The Physics Behind Probability Mass and Probability Density Functions

Fail to reject the null hypothesis?

Fail to reject the null hypothesis?

What is a consistent estimator in statistics?

What is a consistent estimator in statistics?

Complete Statistics, Ancillary Statistics, and Basu's Theorem

Complete Statistics, Ancillary Statistics, and Basu's Theorem

Minimal Sufficient Statistics Clearly Explained

Minimal Sufficient Statistics Clearly Explained

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

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

The Rao-Blackwell Theorem Explained

The Rao-Blackwell Theorem Explained

The EM Algorithm Clearly Explained (Expectation-Maximization Algorithm)

The EM Algorithm Clearly Explained (Expectation-Maximization Algorithm)

p-values explained, in 5 levels of complexity

p-values explained, in 5 levels of complexity

What is a degree of freedom?

What is a degree of freedom?

The Monty Hall Problem without probability

The Monty Hall Problem without probability

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

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

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

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

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

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

Link functions for GLMs... MADE EASY!!!

Link functions for GLMs... MADE EASY!!!

The Uniform Distribution MLE is... very UNLIKELY

The Uniform Distribution MLE is... very UNLIKELY

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

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

Maximum Likelihood Estimation ... MADE EASY!!!

Maximum Likelihood Estimation ... MADE EASY!!!

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

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

Skewness... MADE EASY!!!

Skewness... MADE EASY!!!

Unbiased Estimators ... Made Easy!

Unbiased Estimators ... Made Easy!

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

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

Inverse Transform Sampling ... MADE EASY!!!

Inverse Transform Sampling ... MADE EASY!!!

Regularization... Made Easy!!!

Regularization... Made Easy!!!

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

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

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

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

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

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

The Method of Moments ... Made Easy!

The Method of Moments ... Made Easy!

Sufficient Statistics and the Factorization Theorem

Sufficient Statistics and the Factorization Theorem

Chebyshev's Inequality ... Made Easy!

Chebyshev's Inequality ... Made Easy!

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

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

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

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

Markov's Inequality ... Made Easy!

Markov's Inequality ... Made Easy!