Statistical theory is like counting your toys when you play with your friends. Let's say you have 5 cars, and your friend has 3 cars. Together, you both have 8 cars. Statistics is just like that, but instead of cars, it helps you count and analyze information from lots of people or things.
When grown-ups count a lot of information, they use statistical theory to make sense of it. They put all the information they collect into a big pool, like a swimming pool, and break it down to understand what patterns or trends are in there. They do this by looking at things like averages (what's in the middle), standard deviations (how much is spread out), medians (the middle number), modes (the most popular) and many more things that help them make sense of the information.
For example, if someone wants to know how many kids like chocolate ice cream, they can ask a group of kids, and then use statistical theory to figure out the answer. They might find out that three out of five kids in the group love chocolate ice cream, which means that 60% of the kids love it. They use this information to make decisions, like what flavor of ice cream to put in the store.
Overall, statistical theory is just a way to help people understand the world around them by breaking down a lot of information into smaller, more understandable chunks.