Instead of using a factorial design for studying water sorption charac
teristics and its assumption of homogeneity of variances among cells,
a multivariate statistical analysis approach is presented. This consid
ers interactions and heterogeneous variances and leads to simultaneous
comparisons of all a(w) levels.By applying this approach to a study o
f the water sorption characteristics of Argentine sorghum, significant
differences were obtained between hybrids with the conclusion that th
ey should not be mixed in storage. Confidence intervals were presented
which will be of use both in predicting storage behavior and in compa
ring results from different researchers.