We propose a new method for pricing options based on GARCH models with filtered historical innovations. In an … flexibility to fit market option prices. An extensive empirical analysis based on Samp;P 500 index options shows that our model … and negative skewness of filtered historical innovations …

We develop statistical methods to detect informed trading in options markets. We apply these methods to 31 companies … tends to cluster prior to certain events, takes place more in put than call options, generates easily large gains exceeding … millions, is not contemporaneously reflected in the underlying stock price, involves around the money options during calm times …

and call options are analyzed for 19 companies in the banking and insurance sectors from January 1996 to September 2009 … activities in put and call options. The realized gains amount to several hundreds of millions of dollars. Several cases are … discussed in detail. options trades, open interest, informed trading, false discovery rate …