ABSTRACT

Markowitz’s contribution was to show how to measure the probabilistic e ects of diversi cation on security returns. He showed how to calculate the mean and standard deviation of a portfolio of securities based on the parameters of the probability distributions of the component stocks and the proportion of the total investment committed to each security, and

originated the concept of an e cient frontier and showed how to construct the e cient portfolios comprising it.