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EFFICIENCY ANALYSIS OF CHOICES INVOLVING RISK 345<br />

Further analysis on the theoretical side should be devoted to the translation of these<br />

general criteria into equivalent criteria for special families of probability distributions,<br />

of a more flexible nature than the simple, symmetric, two-parameter normal distributions.<br />

Finally, all this should be tied up with the theory of consumption under uncertainty,<br />

by generalization to multivariate utilities and distributions; with the theory of the financial<br />

structure of the firm and its cost of capital; and with a general efficiency analysis of interdependent<br />

risks, with applications to the construction of optimal portfolios, rather than<br />

the choice among alternative, independent, portfolios.<br />

The Hebrew University, G. HANOCH<br />

Jerusalem H. LEVY.<br />

REFERENCES<br />

First version received 15.6.68; final version received 9.1.69<br />

[1] Arrow, J. K. Aspects of the Theory of Risk Bearing (Helsinki, 1965).<br />

[2] Baumol, W. J. " An Expected Gain-Confidence Limit Criterion for Portfolio<br />

Selection ", Management Science, 10, No. 1 (October 1963), 174-182.<br />

[3] Borch, K. " A Note on Utility and Attitudes to Risk", Management Science<br />

(July 1963).<br />

[4] Cramer, H. Mathematical Methods of Statistics (Princeton University Press,<br />

Princeton, New Jersey, 1946).<br />

[5] Feldstein M. " Mean Variance Analysis in the Theory of Liquidity Preference<br />

and Portfolio Selection ", Review of Economic Studies, 36 (January 1968).<br />

[6] Friedman, M. and Savage, L. J. " The Utility Analysis of Choices Involving Risk ",<br />

The Journal of Political Economy (August 1958), pp. 279-304.<br />

[7] Hadar, J. and Russel, W. R. " Rules for Ordering Uncertain Prospects ", American<br />

Economic Review (forthcoming).<br />

[8] Hammond, J. " Towards Simplifying the Analysis of Decisions under Uncertainty<br />

where Preference is Non-Linear ", (Unpublished Thesis, Harvard Business School,<br />

1968).<br />

[9] Hanoch, G. and Levy, H. " Efficient Portfolio Selection with Quadratic and Cubic<br />

Utility ", Journal of Business (forthcoming).<br />

[10] Herstein, I. N. and Milnor, J. " An Axiomatic Approach to Measurable Utility ",<br />

Econometrica, 21, No. 2, April (1953); reprinted as Cowles Commission Papers,<br />

New Series, No. 65.<br />

[11] Hirshleifer, J. "Investment Decision under Uncertainty: Choice-Theoretic<br />

Approaches", The Quarterly Journal ofEconomics,!*) (Nov. 1965) No. 4, pp. 509-536.<br />

[12] Lintner, J. " Security Price, Risk and Maximal Gains from Diversification",<br />

The Journal of Finance, 20 (December 1965), 587-615.<br />

[13] Markowitz, H. M. " Portfolio Selection ", The Journal of Finance, 6, No. 1 (March<br />

1952), 77-91.<br />

[14] Markowitz, H. M. Portfolio Selection (New York, Wiley, 1959).<br />

[15] Marschak, J. "Rational Behavior, Uncertain Prospects, and Measurable Utility",<br />

Econometrica, 18, No. 2 (April 1950); reprinted as Cowles Commission Papers,<br />

New Series, No. 43.<br />

1. <strong>STOCHASTIC</strong> DOMINANCE 99

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