The Net Advance of Physics: The Nature of Dark Matter, by Kim Griest -- Section 7F.
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Using our sample of microlensing events, there are two
complementary analyses which can be performed. First, we can set
a conservative limit on the Macho contribution to the dark halo.
Since we know our efficiencies, and we have certainly not seen
more than 3 microlensing events from halo objects, any halo model
which predicts more than 7.75 events can be ruled out at the 95%
C.L. This result will be independent of whether or not all three
candidate events are due to microlensing, and independent of
whether or not the lenses are in the dark halo. Second, if we make
the further assumption that all three events are due to microlensing
of halo objects, we can estimate the mass of the Machos and their
contribution to the mass of the dark halo.
In order to do either analysis we need a model of the dark halo. We
need to know the total mass of the halo, and we need the density
and velocity distribution to calculate an expected microlensing rate.
The main constraints on the halo come from the Milky Way
rotation curve, which is not as well determined as rotation curves in
other galaxies. Constraints from the orbits of satellite galaxies also
exist, but there is considerable uncertainty in both the total halo
mass and the expected microlensing rate coming from uncertainty
in the size and shape of the Milky Way halo [50, 51, 52]. Using a
very simple, but commonly used halo model [49], we can calculate
the number of expected events as described above, and the results
are shown in Figure 9 ([fig], [captions]).
If the Milky Way has a standard halo consisting entirely
of Machos of mass
then we should have
seen more
than 20 events, with fewer events at larger or smaller masses.
However, even if the halo dark matter consists of Machos, it is
very unlikely that they all have the same mass. Fortunately, it can
be shown [49] that if one rules out all halos made of unique Macho
mass between masses
and
, then one has ruled out a halo
consisting of ANY distribution of masses as long as only masses
between and
are included.
Thus we can make the powerful
conclusion that a standard halo consisting of any objects with
masses between and
has been ruled out by our
first year LMC data.
As mentioned above, there is no strong reason to believe that the
Milky Way halo is precisely as specified in the standard halo, and we
would like to test the robustness of the important results above by
considering a wider range of viable halo models. To this end, we
have investigated a class of halo models due to Evans [53]. These
models have velocity distributions which are consistent with their
density profiles, and allow for halos which are non-spherical, and
which have rotation curves which gently rise or fall. A description
of the parameters that specify these models, along with
microlensing formulas can be found in Alcock et al. [50]. Basically
we consider models which give rotation velocities within 15% of the
IAU standard value of 220 km/sec, at the solar circle (8.5 kpc) and
twice the solar circle. As pointed out by Evans and Jijina [54], the
contribution of the stellar disk plays an important role in the
predicted microlensing rate. This is because much (or even most) of
the rotation speed could be due to material in the disk, so we
consider various size disks, as well.
Using these models, we find strong limits are found on heavy halo
models, while only very weak limits are found on light halo models.
This is because microlensing is sensitive not to the total mass in the
halo, but only to the mass in Machos. So one can get a much more
model independent limit on the Macho content of the halo by
limiting the total mass in Machos, rather than the Macho fraction
of the halo. A more robust statement of our first year LMC
microlensing results is thus that objects in the
range can contribute no more than to the dark halo,
where we consider the halo to extend out to 50 kpc. The standard
halo has
out to this radius, and so is ruled out as before,
but much smaller all-Macho halos, would be allowed. It should be
clear that in order to get good information on the Macho fraction
of the halo, more work is needed on the total mass of the halo. This
requires better measurement of the Milky Way parameters and
rotation curve. Microlensing measurements themselves may also be
able to help [52, 51, 50].
The limits above are valid whether or not the three events shown in
Figure 7 ([fig], [captions]) are due to microlensing of halo objects.
However, if we make the additional assumption that they are, we
can go beyond limits and estimate the Macho contribution to the
halo, and also the masses of the Machos. The results obtained,
especially on the lens masses, depend strongly on the halo
model used, so keep in mind that it is not clear that all three events
are microlensing, and it is certainly not known that they are due to
objects residing in the galactic halo.
Proceeding anyway, we can construct a likelihood function as the
product of the Poisson probability of finding 3 events when
expecting and the probabilities of drawing the observed
's
from the calculated model duration distribution [50, 37, 38]. The
resulting likelihood contours can be found in references [37] and
[38]. We find that for a standard halo, a Macho fraction of %
is most likely, with Macho masses in the range likely.
Note that the errors in these estimates are very large due to the
small number statistics, and that there is an enormous additional
uncertainty due to the halo model. However, once again, the
maximum likelihood estimate of the total mass in Machos is quite
model independent and is about .
Since the mass in
known stars, gas, etc. is only about , we see this would be
a major new component of the Milky Way if it is confirmed to exist.