ELI5: Explain Like I'm 5

Minimum Fisher information

Okay kiddo, today we're going to talk about something called the minimum Fisher information. It's a way to measure how much information we can get about something from a bunch of different measurements.

So imagine you're trying to figure out how heavy a toy is by picking it up and weighing it on a scale. You do this a bunch of times and write down your results. The minimum Fisher information is the smallest amount of information we can get about the weight of that toy from all those measurements we took.

Think of it like this: if you were only allowed to take one more measurement, how much information would that give you about the weight of the toy? That's the minimum Fisher information.

Why is this important? Well, it helps us understand how accurate our measurements are. If the minimum Fisher information is very low, that means even if we take lots of measurements, we won't be able to get much useful information from them.

On the other hand, if the minimum Fisher information is high, that means every measurement we take is giving us a lot of information about the thing we're trying to measure. This can be really helpful in all sorts of scientific experiments, from weighing objects to measuring the properties of light.