e would like to simplify the previous result for the situation when the only
variable of interest is the mean. We integrate over the
nuisance
parameter
to obtain the
marginal
distribution
Hence,
We transform the above expression to the form of the gamma
function:
We
obtain
where
We calculate the
integral
Therefore,
The last expression is called "shifted student t-distribution".
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