Ramnik
and I looked at the
problem while trying out strategies for Interactive Broker's Algorithmic
Trading Olympiad, and tried to solve the problem of linearly approximating the
share of underlying stocks in a given security and performing trades based on
the difference. The results were encouraging and were presented in the
IIMA conference on Advanced Data Analysis, Business
Analytics and Intelligence.