Designating Market Maker Behaviour in Limit Order Book Markets

By Efstathios Panayi, Gareth William Peters, Jón Dańıelsson, Jean-Pierre Zigrand. 2015

9 citations recorded by the source corpus.

Financial exchanges provide incentives for limit order book (LOB) liquidity provision to certain market participants, termed designated market makers or designated sponsors. While quoting requirements typically enforce the activity of these participants for a certain portion of the day, an argument that liquidity demand throughout the trading day is far from uniformly distributed is made, and thus this liquidity provision may not be calibrated to the demand. Furthermore, it is propose that quoting obligations also include requirements about the speed of liquidity replenishment, and then a recommendation that use of the Threshold Exceedance Duration (TED) for this purpose be considered. To support this argument a comprehensive regression modelling approach using GLM and GAMLSS models to relate the TED to the state of the LOB and identify the regression structures that are best suited to modelling the TED is presented. Such an approach can be used by exchanges to set target levels of liquidity replenishment for designated market makers.

Subfields: Accounting, Finance, Management Science and Operations Research

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Citations in the corpus

Tensor representation in high-frequency financial data for price change prediction (2017, methodology): “Popular machine learning methods in HFT include regression analysis [1], [2], [3], [4], [5], multilayer feed forward network [6], [7], [8], convolutional neural network [9] , recurrent neural network [10], [11], [12].”