August 31st, 2006, 4:48 pm
Pilipovic wrote one book, and Clewlow and Strickland wrote another - they were my main source for my honours thesis, but they are getting reasonably old now - I'd be inclined to get something written post Enron. A lot of my colleagues have Energy and Power Risk Maangement (Eydeland Wolyniec), or Geman's Commodities and Commodity Derivatives (both in the Wilmott bookshop). If you are taking the cheap option, private message me your email address and I can send you my thesis. In general though, the problem with B-S is separate to the problem of needing probabilistic methods. In liquid (relatively complete) markets you use market based approaches (though perhaps not B-S), calibrated completely to the market. In completely illiquid markets, you base your price on actuarial/historical probabilities (and generally a margin for error). In the 100% of cases that lie between these two extremes, you use a blend of the two. Commodity markets tend to be less liquid than other markets.B-S assumes a certain price path for spot prices, which doesn't necessarily happen in power markets because of the limited ability to store. Hence you get spikes, mean reversion, etc. These have to be taken into account when pricing, and perhaps Black Scholes won't be appropriate.
Last edited by
gjlipman on August 30th, 2006, 10:00 pm, edited 1 time in total.