We analyze a series of techniques for obtaining estimates of the autoc
orrelation function that can be applied to clipped data. The direct au
tocorrelation of clipped data is the simplest technique and provides r
esults that are the same as or better than those from other methods. I
t is also shown that it is not possible to obtain the theoretical auto
correlation function of the signal when clipped data are used.