September 2012
Intermediate to advanced
486 pages
10h 41m
English
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5.3 Variances unknown and unequal (Behrens–Fisher problem)
5.3.1 Formulation of the problem
In this section, we are concerned with the most general case of the problem of two normal samples, where neither the means nor the variances are assumed equal. Consequently we have independent vectors 
and 
such that
and 
. This is known as the Behrens–Fisher problem (or sometimes as the Behrens problem or the Fisher–Behrens problem).
It is convenient to use the notation of the previous section, except that sometimes we write 
and 
instead of 
and 
to avoid using sub-subscripts. In addition, it is useful to define
For the moment, we shall assume independent reference priors uniform in λ, μ, and ψ. Then, ...
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