Recently, it was observed that solutions of a large class of highly oscillatory
second order linear ordinary differential equations can be approximated using
nonoscillatory phase functions. In particular, under mild assumptions on the coefficients
and wavenumber $\lambda$ of the equation, there exists a function whose Fourier transform
decays as $\exp(-\mu |\xi|)$ and which represents solutions of the differential equation
with accuracy on the order of $\lambda^{-1} \exp(-\mu \lambda)$. In this article, we
establish an improved existence theorem for nonoscillatory phase functions. Among other
things, we show that solutions of second order linear ordinary differential equations can
be represented with accuracy on the order of $\lambda^{-1} \exp(-\mu \lambda)$ using
functions in the space of rapidly decaying Schwartz functions whose Fourier transforms are
both exponentially decaying and compactly supported. These new observations play an
important role in the analysis of a method for the numerical solution of second order
ordinary differential equations whose running time is independent of the parameter
$\lambda$. This algorithm will be reported at a later date.