I implicitly meant a continuous distribution. Clarified that in the post now.
Concretely, if you’re measuring the length of something with a ruler, you probably just round to the nearest 1/16th of an inch.
As someone who lives in the dangerous and uncharted part of the world called “outside the US’, I prefer centimeters. ;)
Depends. In casual use, typically centimeters. But yes, as muflax said, metric rulers have individual millimeters marked, and typically they mark half-centimeters with slightly longer bars.