Normal Knowledge

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115 videos

Hi everybody! I'm Dr. Andrew Gard, Professor of Mathematics at Lake Forest College, in Chicagoland, USA. This is a statistics-focused companion channel to my...

Latest Videos

How to generate random values from any distribution

Functions of random variables

Continuous joint distributions example

Conditional distributions of continuous random variables

Marginal probability distributions of continuous random variables

Continuous bivariate distributions

Covariance and correlation

Conditional distributions of discrete random variables

Discrete bivariate distributions

Calculating in continuous probability distributions in R

The chi-squared distribution

The gamma distribution

The exponential distribution

The moment-generating function of a continuous random variable

The standard normal distribution

The normal distribution

The uniform distribution

Percentiles of continuous distributions

Continuous random variables variance and standard deviation

The expected value of a continuous random variable

Continuous random variables

Discrete distributions five examples

The Poisson distribution

What is a Poisson process

The hypergeometric distribution

Computing discrete probabilities in R

The negative binomial distribution two examples

The negative binomial distribution

What is a moment-generating function

The moments of a probability distribution