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Wikitag Contributions

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P(→Xi)=∑jpj∏iXiqi,j+(1−Xi)(1−qi,j)

Maybe I'm missing something, but if we are estimating the P(Xi), how can we also have Xi on RHS?  and what is the adjustment +(1−Xi)(1−qi,j).  why is that there?