Detrended fluctuation analysis of intertrade durations
arXiv:0806.2444 · doi:10.1016/j.physa.2008.10.028
Abstract
The intraday pattern, long memory, and multifractal nature of the intertrade durations, which are defined as the waiting times between two consecutive transactions, are investigated based upon the limit order book data and order flows of 23 liquid Chinese stocks listed on the Shenzhen Stock Exchange in 2003. An inverse -shaped intraday pattern in the intertrade durations with an abrupt drop in the first minute of the afternoon trading is observed. Based on the detrended fluctuation analysis, we find a crossover of power-law scaling behaviors for small box sizes (trade numbers in boxes) and large box sizes and strong evidence in favor of long memory in both regimes. In addition, the multifractal nature of intertrade durations in both regimes is confirmed by a multifractal detrended fluctuation analysis for individual stocks with a few exceptions in the small-duration regime. The intraday pattern has little influence on the long memory and multifractaility.
15 Elsart pages including 4 figures and 1 table
References in corpus (27)
- The origin of bursts and heavy tails in human dynamics
- The scaling laws of human travel
- Detecting Long-range Correlations with Detrended Fluctuation Analysis
- Fractional calculus and continuous-time finance
- Modeling bursts and heavy tails in human dynamics
- Long-Term Clustering, Scaling, and Universality in the Temporal Occurrence of Earthquakes
- Waiting-times and returns in high-frequency financial data: an empirical study
- Fractional calculus and continuous-time finance II: the waiting-time distribution
- Human Dynamics: The Correspondence Patterns of Darwin and Einstein
- "Universal" Distribution of Inter-Earthquake Times Explained
- A continuous time random walk model for financial distributions
- Common Scaling Patterns in Intertrade Times of U. S. Stocks
- Multifractality in the stock market: price increments versus waiting times
- Exact results for the Barabasi model of human dynamics
- A model for the distribution of aftershock waiting times
- Multifractal analysis of Chinese stock volatilities based on partition function approach
- Interevent time distribution in seismicity: a theoretical approach
- Size matters: some stylized facts of the stock market revisited
- Multifractality in stock indexes: Fact or fiction?
- The continuous time random walk formalism in financial markets
- Scaling in the distribution of intertrade durations of Chinese stocks
- Waiting times between orders and trades in double-auction markets
- Scale invariant multiplier and multifractality of absolute returns in stock markets
- Quantifying bid-ask spreads in the Chinese stock market using limit-order book data: Intraday pattern, probability distribution, long memory, and multifractal nature
- On the gap between an empirical distribution and an exponential distribution of waiting times for price changes in a financial market
- Endogenous and exogenous dynamics in the fluctuations of capital fluxes: An empirical analysis of the Chinese stock market
- Activity spectrum from waiting-time distribution
Cited by in corpus (12)
- Detrending moving average algorithm for multifractals
- Multifractal analysis of financial markets
- Quantifying reflexivity in financial markets: towards a prediction of flash crashes
- Scale invariant multiplier and multifractality of absolute returns in stock markets
- Long-term correlations and multifractal nature in the intertrade durations of a liquid Chinese stock and its warrant
- Trading networks, abnormal motifs and stock manipulation
- Scaling behavior of online human activity
- Linear and nonlinear correlations in order aggressiveness of Chinese stocks
- Statistical properties of online avatar numbers in a massive multiplayer online role-playing game
- Scaling and memory in the non-poisson process of limit order cancelation
- Modeling aggressive market order placements with Hawkes factor models
- Analysis of inter-transaction time fluctuations in the cryptocurrency market