A nature increases a stat by 10% and decreases a stat by 10%.
For example:
- The nature timid boosts the speed stat by 10% but decreases the attack stat by 10%.
- The brave nature does the opposite by increasing attack by 10% while decreasing speed by 10%.
There are however certain natures that do nothing and they include: serious, docile, quirky, hardy, and bashful.
Source: http://bulbapedia.bulbagarden.net/wiki/Nature