Joint Probability Distribution

A joint probability distribution shows the likelihood of two or more events happening at the same time. For example, it can tell us the chance of it being both rainy and cold on the same day. Instead of looking at each event separately, the joint distribution combines these probabilities, giving a fuller picture of how events relate. It's useful for understanding how variables interact, helping us see the chance of different combinations occurring together.