1. A trader owns 55,000 units of a particular asset and decides to hedge the value of her position with futures contracts on another related asset. Each futures contract is on 5,000 units. The spot price of the asset that is owned is $25 and the standard deviation of the change in this price over the life of the hedge is estimated to be $0.56. The future price of the related asset is $23.5 and the standard deviation of the change in this over the life of the hedge is $0.45. The coefficient of correlation between the spot price change and futures prices change is 0.93.
   1. What is the minimum variance hedge ratio?
   2. Should the hedger take a long or short futures position?
   3. What is the optimal number of futures contracts

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