Not just  precision, but it also allows more extreme values. Very large or very small numbers.<p>In statistics numbers often get very small because they represent probabilities. Sometimes they transform into the log domain, but that has a lot of disadvantages. You lose zero, negative numbers, addition is difficult, and you get vastly more precision near zero than near one.