The paper posted above: "Forecasting prices from level-I quotes in the 
presence of hidden liquidity" is extremely interesting.

However, in order to back calculate the 'hidden liquidity' one would need 
the bid and the bid size, and the ask and the ask size. I assume one could 
reconstruct the bid and ask from price based on the assumed spread, but 
unless I am mistaken one can not reconstruct the bid size and ask size from 
the balance.
Was there a reason to save the calculated balance quantity rather than the 
more raw bid and ask sizes in the history file?
If I wanted to implement some H calculations, would I need a branch of JBT 
that saved bid size and ask size in the data file?

The other thing I found interesting, and probably controversial, is their 
statement that in markets with a lot of hidden liquidity, the bid and ask 
sizes (I think that implies the balance) lose their value as a predictor of 
price movement. They are almost saying that less liquid markets are better 
to trade than ES :P.  Or put in another way, one would calculate H for 
several instruments, and then trade one with low observable hidden 
liquidity as it could then be predicted better (strategies would work 
better).

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