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Determination of Lifetime Example of Maximum Likelihood---I
All books give the example of determining the lifetime
of a particle from the observation of decay times
of
n
decays.
The probability distribution for decay problem is Poisson:
Now,
dt
is meaningless---it is independent of
and only affects normalization of likelihood.
The unknown
,
terms in Equation (14) made this arbitrary anyway.
We must, however, keep terms in normalization
that depend on parameters to be determined.
The likelihood of
n
decays is:
where we lazily convert
into an = sign.
Geoffrey Fox
,
Northeast Parallel Architectures Center
at Syracuse University,
gcf@npac.syr.edu