We present an economically motivated two-factor term structure model t
hat generalizes existing stochastic mean term structure models. By all
owing a certain parameter to acquire dynamical behavior we extend the
two-factor model to obtain a nonlinear three-factor model that is show
n, in a deterministic version, to be equivalent to the Lorenz system o
f differential equations. With reasonable parameter values the model e
xhibits chaotic behavior. It successfully emulates certain properties
of interest rates including cyclical behavior on a business cycle time
scale. Estimation and pricing issues are discussed. Standard PCA tech
niques used to estimate HJM type models are observed to be equivalent
to dimensional estimates commonly applied to 'spatial data' in nonline
ar systems analysis. It is concluded that techniques commonly used in
the analysis of nonlinear systems may be directly applicable to intere
st rate models, offering new insights in the development of these mode
ls. Tests of nonlinearity in interest rate behavior may need to focus
on long cycle times.