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We consider the problem of maximizing expected utility from terminal wealthin models with stochastic factors. Using martingale methods and a conditioningargument, we determine the optimal strategy for power utility under theassumption that the increments of the asset price are independent conditionallyon the factor process.

Utility maximization in models with conditionally independent increments