The most common probabilistic models of objects of nonnumerical nature
are described. Dichotomic data, results of pairwise comparisons, bina
ry relations, random sets, ranks, and objects of general nature are co
nsidered. Different variants of probabilistic models are demonstrated
and brief information on their practical use is given.