Estimating the efficient price from the order flow: a Brownian Cox process approach

Sylvain Delattre, Christian Y. Robert, Mathieu Rosenbaum

At the ultra high frequency level, the notion of price of an asset is very ambiguous. Indeed, many different prices can be defined (last traded price, best bid price, mid price,...…