  Context: Planets outside our solar system transiting their host star, i. e.
those with an orbital inclination near 90 degree, are of special interest to
derive physical properties of extrasolar planets. With the knowledge of the
host star's physical parameters, the planetary radius can be determined.
Combined with spectroscopic observations the mass and therefore the density can
be derived from Doppler-measurements. Depending on the brightness of the host
star, additional information, e. g. about the spin-orbit alignment between the
host star and planetary orbit, can be obtained.
  Aims: The last few years have witnessed a growing success of transit surveys.
Among other surveys, the MACHO project provided nine potential transiting
planets, several of them with relatively bright parent stars. The photometric
signature of a transit event is, however, insufficient to confirm the planetary
nature of the faint companion. The aim of this paper therefore is a
determination of the spectroscopic parameters of the host stars as well as a
dynamical mass determination through Doppler-measurements.
  Methods: We have obtained follow-up high-resolution spectra for five stars
selected from the MACHO sample, which are consistent with transits of
low-luminosity objects. Radial velocities have been determined by means of
cross-correlation with model spectra. The MACHO light curves have been compared
to simulations based on the physical parameters of the system derived from the
radial velocities and spectral analyses.
  Aims: We show that all transit light curves of the exoplanet candidates
analysed in this work can be explained by eclipses of stellar objects, hence
none of the five transiting objects is a planet.
