This column publishes heavyweight research papers intended for professionals with advanced quantitative backgrounds. The scope of the paper covers smart beta / alpha investigation, factor /risk premium analysis, ETF construction, pair arbitrage, statistical arbitrage, exchange arbitrage, high frequency trading, risk management, automatic investment, market making, and the applications of portfolio management techniques that improve simple trading methods. See here for our acceptance criteria.