ELI5: Explain Like I'm 5

Completeness (statistics)

Completeness is a big word that means we have enough information to understand something completely. It's like having all the puzzle pieces to see the whole picture.

Let's say we are playing a game and we need to know how many players are on each team. If we only know the number of players on one team and not the other, we don't have complete information. But if we know the number of players on both teams, we have complete information.

In statistics, completeness means having enough information about a set of data to be able to make accurate conclusions or predictions about it. For example, if we are studying the heights of students in a class, we need information about everyone's height to say anything meaningful.

Having complete information is important in statistics because it helps us avoid making mistakes and drawing false conclusions. Without complete information, our analysis could be misleading or inaccurate.

So, completeness means having all the information we need to fully understand something, like a puzzle with all the pieces.