I tried a ferret once. And, lots of American kids keep gerbils and hamsters. There's actually a market for pet mice too. They are all kept in cages and mini-habitats.

However, children are all taught to eschew wild mice because they are disease carriers. They can also be quite vicious. New York City is known for their enormous and fearless rats.