Question: 5.6 Consider a Poisson variable X of mean . (a) We want to set 90% confidence upper limits to the value of the parent mean
5.6 Consider a Poisson variable X of mean .
(a) We want to set 90% confidence upper limits to the value of the parent mean
, assuming that one measurement of the variable yielded the result of N D 1.
Following the classical approach, find the equation that determines the exact 90% upper limit to the mean up. Recall that the classical 90% confidence upper limit is defined as the value of the Poisson mean that yields a P.X N/ D ˇ, where 1 ˇ D 0:9.
(b) Using the Bayesian approach, which consists of defining the 1ˇ D 0:9 upper limit via ˇ D R up 0 P.nobs=/d
R 1 0 P.nobs=/d
(5.32)
where nobs D N; find the equation that determines the 90% upper limit to the mean up.
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