I just want to know if I am allowed to stay in Hk for 3 days before i go home to the Philippines

hi...I just want to know if I am allowed to stay in Hk for 3 days before i go home to the Philippines. I will be on the Cathay Pacific Airline and my stop over is HK and I am planning to stay for 3 days....Do I need a visa for???