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:
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.