most citedKullback-Leibler distance as a measure of the information filtered from multivariate data

73 citations · 121 across the 5 of their papers we have counts for

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5 papers

q-fin.TR200830 cited

How markets slowly digest changes in supply and demand

Jean-Philippe Bouchaud, J. Doyne Farmer, Fabrizio Lillo

In this article we revisit the classic problem of tatonnement in price formation from a microstructure point of view, reviewing a recent body of theoretical and empirical work expl…

physics.data-an20077 cited

Shrinkage and spectral filtering of correlation matrices: a comparison via the Kullback-Leibler distance

M. Tumminello, F. Lillo, R. N. Mantegna

The problem of filtering information from large correlation matrices is of great importance in many applications. We have recently proposed the use of the Kullback-Leibler distance…

physics.data-an200773 cited

Kullback-Leibler distance as a measure of the information filtered from multivariate data

Michele Tumminello, Fabrizio Lillo, Rosario Nunzio Mantegna

We show that the Kullback-Leibler distance is a good measure of the statistical uncertainty of correlation matrices estimated by using a finite set of data. For correlation matrice…

q-fin.TR200711 cited

The limit order book on different time scales

Zoltan Eisler, Janos Kertesz, Fabrizio Lillo

Financial markets can be described on several time scales. We use data from the limit order book of the London Stock Exchange (LSE) to compare how the fluctuation dominated microst…

physics.soc-ph2007

Diffusive behavior and the modeling of characteristic times in limit order executions

Zoltan Eisler, Janos Kertesz, Fabrizio Lillo +1

We present an empirical study of the first passage time (FPT) of order book prices needed to observe a prescribed price change Delta, the time to fill (TTF) for executed limit orde…