This week we will define a statistical measure of stand-alone risk as being the standard deviation of returns. We will describe three alternative attitudes towards risk, settling on risk aversion as being the standard assumption made in financial markets. We will then analyse the impact of combining assets into a portfolio upon both risk and return and then quantify the benefits from diversification by comparing performance against a suitable benchmark.