Before revision:  Strategies for using this expansion for calibration purposes are discussed .
After revision:  The fourth term requires knowledge of all eigen-elements. We present detailed numerics based on realistic liquidity assumptions in which classical and long-memory volatility models are calibrated based on our expansion .