An empirical study on arrival rates of limit orders and order cancellation rates in Borsa Istanbul

作     者：Altinigne, Can Yilmaz Ozkan, Harun Kupeli, Veli Can Cataltepe, Zehra 

作者机构：School of Computer and Communication Sciences EPFL Switzerland Matriks Bilgi Dağıtım Hizmetleri Istanbul34396 Turkey Department of Computer Engineering Faculty of Computer and Informatics Engineering Istanbul Technical University Istanbul Turkey 

出 版 物：《arXiv》 (arXiv)

年 卷 期：2019年

核心收录：

主　　题：Weibull distribution 

摘      要：Order book dynamics play an important role in both execution time and price formation of orders in an exchange market. In this study, we aim to model the limit order arrival rates in the vicinity of the best bid and the best ask price levels. We use limit order book data for Garanti Bank, which is one of the most traded stocks in Borsa Istanbul. In order to model the daily, weekly, and monthly arrival of limit order quantities, three different discrete probability distributions are tested: Geometric, Beta-Binomial and Discrete Weibull. Additionally, two theoretical models, namely, Exponential and Power law are also tested. We aim to model the arrival rates in the first fifteen bid and ask price levels. We use L1 norms in order to calculate the goodness-of-fit statistics. Furthermore, we examine the structure of weekly and monthly mean cancellation rates in the first ten bid and ask price levels. Copyright © 2019, The Authors. All rights reserved.