Several series of gamma-Fe2O3 nanoparticles dispersed in a polymer hav
e been studied by means of various techniques. The variation of the re
laxation time of the magnetic moment of the particle is in very good a
greement with the Neel-Brown and our interparticle interaction models
which lead to a reduced damping constant varying between 0.08 and 1. F
or non interacting particles, the main component of the anisotropy com
es from the surface. For interacting particles, the interaction energy
includes dipolar and surface induced contributions. The susceptibilit
y in the superparamagnetic state shows a strong dependence of the resu
lts on the external shape of the sample and the direction of applied f
ield, very well checked experimentally, which is well interpreted with
the Onsager model.