Our procedure to detect moving groups in the solar neighbourhood (Chen et a
l., 1997) in the four-dimensional space of the stellar velocity components
and age has been improved. The method, which takes advantadge of nan-parame
tric estimators of density distribution to avoid any a priori knowledge of
the kinematic properties of these stellar groups, now includes the effect o
f observational errors on the process to select moving group stars, uses a
better estimation of the density distribution of the total sample and field
stars, and classifies moving group stars using all the available informati
on.
It is applied here to an accurately selected sample of early-type stars wit
h known radial velocities and Stromgren photometry. Astrometric data are ta
ken from the HIPPARCOS catalogue (ESA, 1997), which results in an important
decrease in the observational errors with respect to ground-based data, an
d ensures the uniformity of the observed data. Both the improvement of our
method and the use of precise astrometric data have allowed us not only to
confirm the existence of classical moving groups, but also to detect finer
structures that in several cases can be related to kinematic properties of
nearby open clusters or associations.