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We exploit a continuous time random walk description of stock prices to obtain a fast and accurate evaluation of their volatility from intraday data. We show that financial markets are usefully described as open physical systems. Indeed we…

其他凝聚态物理 · 物理学 2008-12-02 Rosario Bartiromo

Stock prices are driven by various factors. In particular, many individual investors who have relatively little financial knowledge rely heavily on the information from news stories when making investment decisions in the stock market.…

信息检索 · 计算机科学 2019-09-04 EunJeong Hwang , Yong-Hyuk Kim

We investigate the strength and the direction of information transfer in the U.S. stock market between the composite stock price index of stock market and prices of individual stocks using the transfer entropy. Through the directionality of…

统计金融 · 定量金融 2008-12-02 Okyu Kwon , Jae-Suk Yang

Trade prices of about 1000 New York Stock Exchange-listed stocks are studied at one-minute time resolution over the continuous five year period 2018--2022. For each stock, in dollar-volume-weighted transaction time, the discrepancy from a…

证券定价 · 定量金融 2023-05-16 William H. Press

In financial markets, not only prices and returns can be considered as random variables, but also the waiting time between two transactions varies randomly. In the following, we analyse the statistical properties of General Electric stock…

统计力学 · 物理学 2009-11-07 M. Raberto , E. Scalas , F. Mainardi

The nature of fluctuations in the Indian financial market is analyzed in this paper. We have looked at the price returns of individual stocks, with tick-by-tick data from the National Stock Exchange (NSE) and daily closing price data from…

物理与社会 · 物理学 2012-01-12 Sitabhra Sinha , Raj Kumar Pan

We present a phenomenological study of stock price fluctuations of individual companies. We systematically analyze two different databases covering securities from the three major US stock markets: (a) the New York Stock Exchange, (b) the…

统计力学 · 物理学 2009-10-31 V. Plerou , P. Gopikrishnan , L. A. N. Amaral , M. Meyer , H. E. Stanley

We study trade-based manipulation of stock prices from the perspective of complex trading networks constructed by using detailed information of trades. A stock trading network consists of nodes and directed links, where every trader is a…

交易与市场微观结构 · 定量金融 2013-09-09 Zhi-Qiang Jiang , Wen-Jie Xie , Xiong Xiong , Wei Zhang , Yong-Jie Zhang , W. -X. Zhou

Long-range correlation in financial time series reflects the complex dynamics of the stock markets driven by algorithms and human decisions. Our analysis exploits ultra-high frequency order book data from NASDAQ Nordic over a period of…

交易与市场微观结构 · 定量金融 2017-11-10 Martin Magris , Jiyeong Kim , Esa Rasanen , Juho Kanniainen

Complex systems comprise a large number of interacting elements, whose dynamics is not always a priori known. In these cases -- in order to uncover their key features -- we have to turn to empirical methods, one of which was recently…

物理与社会 · 物理学 2008-12-02 Janos Kertesz , Zoltan Eisler

A tick size is the smallest increment of a security price. It is clear that at the shortest time scale on which individual orders are placed the tick size has a major role which affects where limit orders can be placed, the bid-ask spread,…

统计金融 · 定量金融 2010-10-08 Gabriele La Spada , J. Doyne Farmer , Fabrizio Lillo

We construct a correlation matrix based financial network for a set of New York Stock Exchange (NYSE) traded stocks with stocks corresponding to nodes and the links between them added one after the other, according to the strength of the…

物理与社会 · 物理学 2007-05-23 G. Tibely , J. -P. Onnela , J. Saramaki , K. Kaski , J. Kertesz

Records of the traded value f_i(t) of stocks display fluctuation scaling, a proportionality between the standard deviation sigma(i) and the average <f(i)>: sigma(i) ~ f(i)^alpha, with a strong time scale dependence alpha(dt). The…

物理与社会 · 物理学 2008-12-02 Zoltan Eisler , Janos Kertesz

In order to pursue the issue of the relation between the financial cross-correlations and the conventional Random Matrix Theory we analyse several characteristics of the stock market correlation matrices like the distribution of…

统计金融 · 定量金融 2008-12-02 S. Drozdz , J. Kwapien , P. Oswiecimka

Based on the tick-by-tick stock prices from the German and American stock markets, we study the statistical properties of the distribution of the individual stocks and the index returns in highly collective and noisy intervals of trading,…

软凝聚态物质 · 物理学 2015-06-24 J. Kwapien , S. Drozdz , J. Speth

Large and stable indices of the world wide stock markets such as NYSE and SP 500 together with NASDAQ -- the index representing markets of new trends, and WIG -- the index of the local stock market of Eastern Europe, are considered. Due to…

统计力学 · 物理学 2008-12-02 Danuta Makowiec

A stock market is considered as one of the highly complex systems, which consists of many components whose prices move up and down without having a clear pattern. The complex nature of a stock market challenges us on making a reliable…

社会与信息网络 · 计算机科学 2019-09-27 Minjun Kim , Hiroki Sayama

We identify and analyze statistical regularities and irregularities in the recent order flow of different NASDAQ stocks, focusing on the positions where orders are placed in the orderbook. This includes limit orders being placed outside of…

交易与市场微观结构 · 定量金融 2017-11-22 Martin Theissen , Sebastian M. Krause , Thomas Guhr

Manipulation is an important issue for both developed and emerging stock markets. For the study of manipulation, it is critical to analyze investor behavior in the stock market. In this paper, an analysis of the full transaction records of…

交易与市场微观结构 · 定量金融 2011-10-12 Xiao-Qian Sun , Xue-Qi Cheng , Hua-Wei Shen , Zhao-Yang Wang

In this brief review, we critically examine the recent work done on correlation-based networks in financial systems. The structure of empirical correlation matrices constructed from the financial market data changes as the individual stock…

计算金融 · 定量金融 2020-04-21 Vishwas Kukreti , Hirdesh K. Pharasi , Priya Gupta , Sunil Kumar