Data reduction techniques for cross-correlation determination of radia
l velocities for F stars using echelle spectra obtained with the Cente
r for Astrophysics Digital Speedometers are described and evaluated. S
ynthetic spectra, calculated for a grid of spectral types and rotation
al velocities, are used to derive radial velocities for a large sample
of nearby F stars with a wide range of rotational velocities. Using a
grid of calculated spectra provides a set of noise-free templates on
a consistent wavelength scale and allows a closer match between the ro
tational velocity of the object and that of the template spectrum than
would be possible using observed spectra as templates. We describe th
e methods used to choose the template parameters for each star and the
tests conducted to evaluate the accuracy of our procedure. Typically
the random error of a single velocity measurement is in the range 0.7
to 3 km s-1, depending primarily on the rotation of the star. The zero
point of our velocity system has been established to an accuracy of b
etter than 1 km s-1 for the F stars.