Probability and statistics

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

Spearman rank correlation coefficient

Correlation (english)

La régression de Poisson

Poisson regression

Concordance. Coefficient kappa

Variable de Bernoulli

Bernoulli variable

Coefficient de corrélation de Spearman

Spearman's Rank Correlation Coefficient

Loi de Poisson

Poisson distribution

Loi binomiale

Binomial law

Loi normale

Normal distribution

Paramètres descriptifs d'une distribution

Descriptive parameters of a distribution

Corrélation linéaire simple

Simple linear correlation

Factor analysis: predicted variance and covariance of indicators - part 1

Selection bias as viewed as a problem with samples

Central Limit Theorems: An Introduction