Put and define the finite geometric series
Starting the autoregressive process of order one at time gives . Consequently
The future innovations are independent and identically distributed random variables, independent of . Factorizing their exponential conditional expectation and using the cumulant-generating function yields
Thus the exponential-affine bond pricing coefficients are
They vanish at maturity, giving . Everywhere finiteness of ensures that each zero-coupon bond price is positive and finite, including when is zero, negative, or one.

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