Analyses of carcinogenicity experiments involving occult (hidden) tumo
urs are usually based on cause-of-death information or the results of
many interim sacrifices. A simple compartmental model is described tha
t does not involve the cause of death. The method of analysis requires
only one interim sacrifice, in addition to the usual terminal kill, t
o ensure that the tumour incidence rates can be estimated. One advanta
ge of the approach is demonstrated in the analysis of glomeruloscleros
is following exposure to ionizing radiation. Although the semiparametr
ic model involves fewer parameters, estimates of key functions derived
in this analysis are similar to those obtained previously by using a
nonparametric method that involves many more parameters.