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Likelihood Based Robust
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5: Goodness of
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Robust Determination of
Robust Determination of Mean Trimmed Mean
One method that is more robust than the arithmetic mean, is the trimmed mean
where
pN
events are left off each end.
For the special case of distributions symmetric about their mean, the trimmed
will also have mean
and error
.
The variance of
will be larger than
for Gaussianly distributed
.
But as you investigate distributions broader than Gaussians you will find the variance of
becoming smaller than that of
.
A special case of
is the median (i.e., middle value of
when they are numerically ordered) gotten with
.
Geoffrey Fox
,
Northeast Parallel Architectures Center
at Syracuse University,
gcf@npac.syr.edu