It is called Trichotillomania. It is a type of psychological urge to pull out your hair, and is much more common in females than males.

It was first studied in 1889 and it is believed to be due to a chemical imbalance in the brain. It is a compulsive behavior and most people that do it also have other compulsive behaviors as well.