J. David Cummins, Scott E. Harrington, The Relationship between Risk and Return: Evidence for Property-Liability Insurance Stocks, The Journal of Risk and Insurance, Vol. 55, No. 1 (Mar., 1988), pp. 15-31
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Cummins et al. (1988) studied this question.
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