Probability and statistics

Cours 12 - Hétérogénéité de groupe et spatiale

Cours 11 - Quelques curiosités et modèles en plus

Régression logistique. 1 ) Principe

Logistic Regression. 1) Principle

Régression logistique. 2) Pratique

Logistic Regression. 2) Practical Application

Bayes' theorem

Multi-Dimensional Gaussian Probability Density Functions

Learning About Quantum States 6: Central Limit Theorems and more for the RSK process on random words

UofM - MATH 2740 - Lecture 12 - Part 1 - PCA (computer example 2)

UofM - MATH 2740 - Lecture 11 - Part 3 - PCA (computer example 1)

Properties of expectation and variance

Use of Bernoulli variable to empirically estimate a distribution

Empirical distribution

GG ChiSquared Overview

Hugo Duminil Copin - Le hasard existe-t-il vraiment?

Hugo Duminil-Copin - Does randomness really exist?

Hugo Duminil Copin - Does randomness really exist?

REVISION LESSON 4 ON SCALES OR LEVELS OF MEASUREMENT: NOMINAL || ORDINAL || INTERVAL || RATIO.

LESSON 50 - CHOOSING THE RIGHT STATISTICAL TESTS: FACTORS TO CONSIDER WHEN CHOOSING A TEST

LESSON 48 - INFERENTIAL STATISTICS: MEANING & USE OF HYPOTHESES IN INFERENTIAL STATISTICS

LESSON 47 - DESCRIPTIVE STATISTICS: THE THREE METHODS OF ANALYSING DATA DESCRIPTIVELY

LESSON 46 - DATA ANALYSIS: BASIC CONCEPTS IN DATA ANALYSIS || TYPES OF STATISTICS & STATISTICAL TEST

LESSON 32 - STRATIFIED RANDOM SAMPLING: DEFINITION & STEPS OF CONDUCTING STRATIFIED RANDOM SAMPLING

LESSON 30 - SAMPLING: RANDOM/ PROBABILITY SAMPLING TECHNIQUE & GENERATION OF RANDOM NUMBERS

LESSON 28 - SAMPLING: DEFINITION OF TERMS USED IN SAMPLING, PURPOSE & LIMITATIONS OF SAMPLING

LESSON 5- CLASSIFICATION OF VARIABLES AND SCALES OF MEASUREMENT (NOMINAL, ORDINAL, INTERVAL, RATIO)

Écart type

Standard deviation

The medical test paradox, and redesigning Bayes' rule

Laure Saint-Raymond - Disorder, chance and large numbers

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