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- Note that physics books (Solmitz is an exception) don't mention
method (a) of finding error in maximum likelihood method.
- On the other hand, mathematics books never mention (b) as a
serious method.
- They do, however, prove (a) and (b) are the same for large n
(as we indicated in example above) for general distribution.
- As far as I can see, method (a) is only correct definition of error.
- It follows that method (b) is wrong when it differs
from method (a).
- (b) does differ from (a) for small n when, in
particular, likelihood isn't Gaussian.
- So again warnings for small n (``plot likelihood'')
are very dubious.
Geoffrey Fox, Northeast Parallel Architectures Center at Syracuse University, gcf@npac.syr.edu