Risk neutrality means indifference between a random portfolio wealth and its certain expected value. For increasing twice differentiable expected utility preferences, this corresponds to an affine function with on the relevant wealth interval. Maximizing expected utility then amounts to maximizing expected return:
The coefficient of is strictly negative. Consequently the unique optimum is : invest all initial wealth in equity. Risk neutrality here is a preference property, distinct from the pricing use of a risk-neutral measure.

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