The classical approach to allocation optimization discussed in the second part of the book assumes that the distribution of the market is known. The samplebased allocation, discussed in the previous chapter, is a two-step process: first the market distribution is estimated and then the estimate is inputted in the classical allocation optimization problem. Since this process leverages the estima...