Suppose the dynamics of the short rate r(t) are governed by where the short rate mean reverts

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Suppose the dynamics of the short rate r(t) are governed by 

dr(t) = kr [0 (t) = r(t)]dt + ord Zr(t) (1) Zpo + p [()0 - ] = () op

where the short rate mean reverts to a drift rate θ(t), which itself reverts to a fixed mean rate θ̅, dZr dZθ = ρdt, and all other parameters are constant (kr and kθ are both positive). Show that the expected value of r(t) is given by (Beaglehole and Tenney, 1991)

E[r(t)]=r(0)e-krt +0 (0) + kr kr - ko -ket e ke 1 krko -0 kr - ko - (e e-kat - e-krt) 1 -krt kr

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