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Note, if r=1 then you are back at a regular discrete uniform model. Indeed,
\begin{equation*} P(\text{desired item}) = 1 \cdot \frac{n_1}{n} = \mu . \end{equation*}
which is indeed what you might expect when selecting once.
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