ELI5: Explain Like I'm 5

Allan variance

Hi there! Today we're going to talk about something called Allan variance. It's a way to measure how much a clock or timer might be off from the true time.

Imagine you and your best friend have a race to see who can run a mile the fastest. You both start at the exact same time, but your friend has a stopwatch to time your race, while you just count to yourself in your head.

After the race, you might tell your friend that you finished the mile in 10 minutes, but your friend might say that according to their stopwatch, you actually finished in 10 minutes and 5 seconds.

This difference between what you thought your time was and what your friend's stopwatch said is similar to what Allan variance measures. It's a way to compare different ways of measuring time and see how accurate they are.

Allan variance works by taking measurements of time at different intervals and comparing them. If the measurements are consistent, that means the clock or timer is very accurate. But if the measurements keep changing, it means the clock is less accurate.

For example, let's say we have a clock that's supposed to tick once every second. We might measure the time once every second for an hour, and then look at how much the measurements vary. If the measurements are all very close together, meaning that the clock ticked once every second like it was supposed to, then the Allan variance will be low, which is good.

But if the measurements are all over the place, with some being a bit faster than a second and some being a bit slower, then the Allan variance will be higher, which means the clock is less accurate.

So that's Allan variance! It's just a way to measure how accurate clocks and timers are so we can make sure that we can keep track of time as accurately as possible.