Yes. There is for the 2x2 case that arises with cooccurrence. 

Simply take the square root and apply a sign according to signum(k11/k1* - k*1 
/  k**). 

There is code in mahout with a name like rootLLR that computes this.  

Sent from my iPhone

On Jun 21, 2012, at 2:01 PM, Nimrod Priell <[email protected]> wrote:

> I am wondering if there's a way to detect whether the deviation from 
> independence is of the type that the co-occurrance is under-represented or 
> over-represented w.r.t random sampling. Ideally, I'd like a measure on, say, 
> (-inf, inf) where if the result is negative there is under-representation of 
> the class where both A and B occur, and if it is positive, there is an 
> overabundance of samples with (A intersection B).

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