If the usual correspondence analysis is viewed as a decomposition of d
epartures from the model of independence, there are problems in applic
ations to sociomatrices with regard to the treatment of the diagonal a
nd cell estimates under independence. Other related techniques from th
e literature are more appropriate for analysis of sociomatrices. The d
ifferent approaches are used to analyze a familiar sociomatrix, and th
e results of the techniques are compared.