This is missable.
Shortly after the begining of the game, on the way to Wan Chai, your bag will be stolen by a kid.
You must spend all your money before that.
Spend all the money on lighters. You can buy them for $50 each and sell them in pawn shops for $20 each meaning you'll retain 40% of your lost money.