In an oil and gas industry full of acquisitions, divestitures and mergers, it is now more important than

ever for an oil and gas producer to carefully plan its portfolio of assets. Efficiency and profitability must

be balanced against overall risk. This paper re-introduces portfolio optimization via the efficient frontier

theory and also investigates a worked example of portfolio optimization.

Petroleum companies are constantly faced with difficult investment decisions. Made in isolation, these

investments will only maximize the value of the individual asset. In order to balance the risk and exploit

project synergies, investment decisions should be made collectively. Portfolio optimization using the

efficient frontier analysis is an investment decision making technique that quantifies the selection of

multiple investment opportunities such that risk is minimized, and value is maximized - over a complete

portfolio.

Assume the following risk return possibilities for 10 different portfolios,

you are required to

a. Develop an efficient frontier and find the best risk return trade off. (2pages)

b.Evaluate the optimum portfolio for an investor in terms of indifference curves and the efficient

frontier. ( 3 pages)

Do portfolios exist above the efficient frontier? Why or why not. (4 pages )

d. Are betas of individual stocks necessarily stable overtime? ( 2 pages)

e. Indicate the type of risk associated with individual security. Which is risk is not to be

compensated for in the market place under the Capital Asset Pricing Model, Why?

Portfolios A 1.5% C D To te WN 9% 9 10 10 12 11.5 13.5 13 15 14.5 F G H I J 5.5 6 7 7.8 Portfolios A 1.5% C D To te WN 9% 9 10 10 12 11.5 13.5 13 15 14.5 F G H I J 5.5 6 7 7.8