February 22nd, 2016, 8:01 pm
Here is my 2 cents worth - remember that any advice may be worth no more than you pay for it. Since delta hedging in practice cannot operate within the idealized theoretical world (and it would not be fun or profitable if the world were like that!) it turns out that delta hedging is a somewhat risky activity and one is essentially taking a market view of some sort whenever one makes a hedge re-balancing decision. Maybe you have just not yet found the right combination of views when applying your hedge rules. Another way of saying this is that profitable trading is really not an easy thing to do and one has to count on their experience and gut instinct as well as models. It is very hard to simulate this activity because the many things that can contribute to gut instinct (e.g. world view, intimate knowledge of markets and the competition, related news reporting, etc, etc) are never found simply within historical financial time series. What I am trying to say is that in simulations using only historical financial data, you do not have the full information set that any trader would have available in the real world in real-time. Does that make any sense? Having said this, I think simulation activity is still valuable because you can at least play with one parameter at a time and get some sense of hedge profit and loss partial sensitivities. Think of the exercise as a way to hone your skills but don't expect to put the puck in the net using it.