APPENDIX B
Mean-Reverting Processes
The process equation for the Hull-White, BDT/BK models in Chapter 8, and the Ho-Lee model in Chapter 10 can be expressed as a generalized Ornstein-Uhlenbeck process:
where for the Hull-White/Ho-Lee models
x(
t, ω) =
r(
t, ω), while for the BDT/BK models
x(
t,ω) = ln
r (
t,ω). Multiplying both sides by the integrating factor
we get
Since the increments of Brownian motion,
dB(
t, ω), are independent and Normal,
x(
s, ω) is conditionally Normal (conditioned on
x(
t, ω)):
Moreover,
x(
s, ω)
ds is also conditionally normal:
1
where
where we have used the following property of Ito differentials:
NORMAL DYNAMICS
For the Vasicek/Hull-White/Ho-Lee models, r (t, ω) = ...