independent&identically distributed

Independent and Identically Distributed

Towards Data Science

A collection of random variables is independent and identically distributed if each variable has the same probability distribution as the others and all are independent.

Ignoring the IID assumption isn’t a great idea

R-bloggers

The IID assumption (independent and identically distributed) is pretty important. Ignoring it can lead you to make incorrect conclusions (usually […] The post Ignoring the IID assumption isn’t a great...

Infinitely Divisible Distribution

Towards Data Science

Infinitely Divisible Distribution, Stable Distribution, Tempered Stable Distribution, Normal Distribution, Central Limit Theorem

Conditional Independence

Towards AI

The independence that can be realized in the real world When it comes to probability theory we all would have heard of joint distribution, marginal distribution, independence, etc. In this article, I...