Probability and statistics

The medical test paradox, and redesigning Bayes' rule

History of science 6: The Monty Hall problem

Puissance d'un test statistique et taille d'échantillon

Statistical Power and Sample Size

Tests pour comparer deux pourcentages

Tests to compare two percentages

Why “probability of 0” does not mean “impossible” | Probabilities of probabilities, part 2

Binomial distributions | Probabilities of probabilities, part 1

Chernoff, Hoeffding, etc. bounds || @ CMU || Lecture 5c of CS Theory Toolkit

Proof of the Chernoff Bound || @ CMU || Lecture 5b of CS Theory Toolkit

Markov and Chebyshev Inequalities || @ CMU || Lecture 5a of CS Theory Toolkit

Berry--Esseen Theorem || @ CMU || Lecture 4c of CS Theory Toolkit

Gaussian Random Variables || @ CMU || Lecture 4b of CS Theory Toolkit

Central Limit Theorem || @ CMU || Lecture 4a of CS Theory Toolkit

Birthday Paradox Asymptotics || @ CMU || Lecture 3a of CS Theory Toolkit

Introduction to statistical tests

Analyse de survie

Survival Analysis

Régression linéaire simple

Simple linear regression

Comparaison de plusieurs moyennes : ANOVA

Comparing Several Means: ANOVA

Tests pour comparer deux moyennes

Tests for comparing two means

Principes des tests statistiques

Principles of statistical tests

Le petit p

The little p

The unexpectedly hard windmill question (2011 IMO, P2)

What is meant by entropy in statistics?

How to do integration by sampling

Explaining the difference between confidence and credible intervals

Effective sample size: representing the cost of dependent sampling

An introduction to the Poisson distribution - 2

An introduction to the gamma distribution

An introduction to the Beta distribution

An introduction to rejection sampling

An introduction to inverse transform sampling

An introduction to importance sampling - optimal importance distributions

An introduction to importance sampling

An introduction to Gibbs sampling

An introduction to continuous marginal probability distributions

Evaluating model fit through AIC, DIC, WAIC and LOO-CV

Spring 2016 Lecture 17 Probability 1 default c543378d

Spring 2015 Lecture 18 Probability 2

Spring 2015 Lecture 17 Probability 1 default

Coefficient de détermination R²

Coefficient of Determination R²

Petits échantillons

Small samples