This article proposes a simple method to determine single or multiple tempo
ral clustering on a variable size population. By a transformation of the da
ta set, the method based on a regression model allows consideration of a va
riable population size during the time of study. X model selection procedur
e and a resampling method are used to select the number of clusters. The re
sults have applications in epidemiological studies of rare diseases.