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Gibson and Scwhartz in their paper "Stochastic convenience yield and the pricing of oil contingent claims" assume a log normal process for the spot price. They later claim to justify this process through the following explanation:

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Why this regression and its properties justify a lognormal process for the spot price? What is the connection between the two?

Any help will be greatly appreciated.

Regards

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