Many ESCs require the throttle to be completely down (0%) for them to arm. If you have your throttle stick down, and it won't arm, you may need to reverse the throttle channel or move your throttle trim down.

Some ESCs require that you move the throttle stick to full throttle and back down to arm... read your ESC instructions to be sure your doing it right and go from there...