ELI5: Explain Like I'm 5

Tobit model

A Tobit model is a way that grown-ups use math to figure out how different things relate to each other. It's kind of like a puzzle where we try to put different pieces together to see how they fit.

Let's say we wanted to figure out how how often kids eat candy and how this is related to their age, gender, and how much pocket money they get. To do this, we could use a Tobit model.

First, we would need to collect data from lots of kids about how much candy they eat, how old they are, whether they are a boy or a girl, and how much money they get from their parents. We would write all this information down in a table.

Then, we would use the Tobit model to look for patterns in the data. We would see if there's a relationship between how often kids eat candy and their age, gender, or how much money they get.

The Tobit model helps us to figure out if there's a limit to how much candy a kid can eat. It's like if you had a box of candy and you only let the kid eat two pieces a day. The model helps us to figure out if the kid is eating the full two pieces every day, or if they are eating less because they don't like candy or they're trying to be healthy.

Overall, the Tobit model helps grown-ups to understand how different things are related to each other, even when there are limits to how much of something we can measure.