False positive

Is it possible to have a false positive pregnancy test if I tested a week after my missed period? I recently went off the pill and haven't gotten my period. It was supposed to come on January 30th, this past Friday. I do not know if i haven't gotten my period because my body is getting used to being off the pill or because I'm pregnant. I'm really hoping it's the latter. please help!!!