Irreducible representations of the rotation group are realized using a
family of positive probability distributions of the spin projections
for an arbitrary value of the spin. The family is parametrized by the
points on the sphere. An invertible mapping of the spinors onto the pr
obability distribution functions is constructed. Examples of probabili
ty distributions for the well-known states with the spins 1/2 and 1 ar
e presented.