Probability Distributions
Each video below focuses on a particular probability distribution.
From discrete to continuous, we’ve got you covered
Probability Distribution Functions
(PMF, PDF, CDF)
A primer on some of the language used in the seriers below. Know your Probability Mass Function from your Probability Density Function!
Binomial Distribution
More than a mere coin-flip experiment, here we look at the ins and outs of the Binomial Distribution. + Excel calculations + Visualisations
Poisson Distribution
The most fishy of all discrete distributions. Again we look at the definition, assumptions and do some calculations on excel and by hand.
Hypergeometric Distribution
It’s the poker player’s distribution! The video won’t help your soul-reads, but it might help you figure out why you keep losing money.
Exponential Distribution
All the usual stuff around calculations, assumptions. PLUS! Why is it called “Exponential”??? Do you know???
Normal Distribution
Ignore the “WTF” stuff, it’s an older video, but the video is legit. Enjoy! We deal with some visualisations, the formula and some real life examples.
Student’s t Distribution
The t distribution helps us with conducting statistical inference with smaller samples. But how does it work??
Chi-squared Distribution
The chi-squared distribution is used for goodness of fit tests. But what is it? Who discovered it?
Basic (Discrete) Probability Distributions
Marginal probability | Joint probability | Conditional probability | Test for Independence