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The following notation is used throughout this section and the next:
- XMM objects are referred to as `sources' and the index i runs from 1
to
where
is the number of XMM sources in the sample under
consideration.
- Optical (or Infrared) objects within the search radius of an XMM source
are referred to as `candidates' and the index j runs from 1 to
where
is the number of candidates for the
XMM source.
- The position errors for in our sample are much larger for the XMM data
(a few arcsecs) than for the optical or Infrared data, thus in the following
we will only include the XMM position errors in the calculations. Strictly
speaking they should be added in quadrature with the optical or infrared
errors. We will also assume for simplicity that RA and Dec (or x and y)
errors are the same, and we give the label
to the position error
of the
XMM source in either direction.
When an RMS position error is defined for the whole sample it is referred to
as
.
-
is the normalised distance between the
XMM source and
the
candidate for that source in arcsecs, i.e.
The actual distance
is often taken
as the offsets along 2 perpendicular axes added in quadrature, although in
our calculations rigorous great circle distances are computed.
-
is the search radius, i.e. the maximum value of
for
an object to be considered as a candidate for that source.
-
represents the probability of event A given event B.
Hence
is the probability that the
candidate, found
at distance
from the
XMM source, is a true identification
for this source.
Similarly
is the probability that the same candidate is a
chance candidate, i.e. not the true identification.
On the other hand,
is the probability that a true
identification exists at distance
from the
XMM source.
Note that in the probabilities mentioned here, in the cases where magnitude
as well as separation is taken into account, we should use (for example)
(where
is the magnitude of the
candidate) rather than
.
- The background density of optical or infrared objects is sometimes
defined independent of magnitude, in which case it is referred to as
.
However in some cases it is desirable to take into account the magnitude of
the optical or infrared candidate as a bright X--ray source is likely to have
a bright counterpart. Thus we define
as the background density of
optical or infrared objects with magnitude less than or equal to M. When
considering a candidate labeled j,
is used.
- The likelihood ratio for a given candidate is referred to as
.
- The reliability for a given candidate is referred to as
.
Next: Definition of likelihood
Up: Calculating likelihood ratio
Previous: Calculating likelihood ratio
Richard McMahon
Tue Feb 27 19:44:29 GMT 2001