Fifteen Rosa cultivated races were described by means of phenotypic Frequen
cies (11 tables). Two groups of correlated contingency tables were identifi
ed by ACT-STATIS (Analyse Conjointe de Tableaux - Structuration de Tableaux
a Trois Indices de la Statistique) interstructure analysis. Three data set
s appeared to be independent from the others. Typologies of races were obta
ined after ACT-STATIS compromise analyses for the two groups of correlated
tables, and after Principal Component Analyses for the independent data set
s. Each typology was original and variously influenced by genealogical stru
cture, mutation or artificial selection pressures. A weighted synthesis was
attempted in order to build a taxonomy of races taking into account these
diversity factors. The good agreement between the resulting classification
and the assumptions about the history of Rosa domestication advocated for a
wider utilization of ACT-STATIS and RV coefficient when the relationships
between individuals or populations have to be studied on the basis of their
similarities.