An empirical model is developed to describe the variations of midlatitude F
region ionization along all longitudes within the dip latitude band (30 de
grees -55 degreesN), induced by geomagnetic activity, by using the relative
deviations (Phi) of the F region critical frequency f(o)F(2) from its mont
hly median. The geomagnetic activity is represented by the Kp index. The ma
in statistical relationship between Phi and Kp is obtained by using 11 year
s of data from 26 midlatitude ionosondes. The statistical analysis reveals
that the average dependence of Phi on Kp is quadratic, the average response
of the ionosphere to geomagnetic forcing is delayed with a time constant T
of about 18 hours, and the instantaneous distribution of Phi along local t
imes can be assumed sinusoidal. A continuity equation is written for Phi wi
th the "production term" being a function of Kp modulated by a sinusoidal f
unction of local time and the "loss": term proportional to Phi with a loss
coefficient beta =1/T. A new, modified function of geomagnetic activity (K-
f) is introduced, being proportional to Phi averaged over all longitudes. T
he model Phi is defined by two standing sinusoidal waves with periods of 24
and 12 hours, rotating synchronously with the Sun, modulated by the modifi
ed function K-f. The wave amplitudes and phases, as well as their average o
ffset, are obtained by fitting to the data. A new error estimate called "pr
ediction efficiency" (Peff) is used, which assigns equal weights to the mod
el errors at all deviations of data from medians. The prediction efficiency
estimate gives a gain of accuracy of 29%.