In the present paper, we summarize and further develop recent research in the estimation of
the variance of stereological estimators based on systematic sampling. In particular, it is
emphasized that the relevant estimation procedure depends on the sampling density. The
validity of the variance estimation is examined in a collection of data sets, obtained by
systematic sampling. Practical recommendations are also provided in a separate section.