ELI5: Explain Like I'm 5

Random variate

Hey kiddo! Have you ever played with dice before? When you roll a dice, it can land on any number from 1 to 6, right? That's called a random event because you don't know what number will come up until you roll the dice.

Now, imagine you roll the dice 100 times and write down the numbers you get each time. You might notice that some numbers come up more often than others. That's because some outcomes are more probable than others.

In statistics, a random variate is a value that is generated randomly, but follows certain rules or probabilities. So, if we take the example of rolling a dice, the random variate would be the number that comes up each time we roll it.

Random variates can be used in lots of different things, like modeling how often something occurs, predicting the likelihood of future events, or simulating different scenarios to see what might happen. By understanding the probabilities behind random variates, we can better understand and analyze real-world data. Pretty cool, huh?
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