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相关论文: Volatility, Persistence, and Survival in Financial…

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We report a general technique to study a given experimental time series with superstatistics. Crucial for the applicability of the superstatistics concept is the existence of a parameter $\beta$ that fluctuates on a large time scale as…

数据分析、统计与概率 · 物理学 2015-05-13 Erik Van der Straeten , Christian Beck

The principle of absence of arbitrage opportunities allows obtaining the distribution of stock price fluctuations by maximizing its information entropy. This leads to a physical description of the underlying dynamics as a random walk…

统计金融 · 定量金融 2013-10-31 Rosario Bartiromo

We introduce a statistical test for simultaneous jumps in the price of a financial asset and its volatility process. The proposed test is based on high-frequency data and is robust to market microstructure frictions. For the test, local…

统计理论 · 数学 2018-06-12 Markus Bibinger , Lars Winkelmann

We study the daily trading volume volatility of 17,197 stocks in the U.S. stock markets during the period 1989--2008 and analyze the time return intervals $\tau$ between volume volatilities above a given threshold q. For different…

交易与市场微观结构 · 定量金融 2015-05-28 Wei Li , Fengzhong Wang , Shlomo Havlin , H. Eugene Stanley

The problem of non-stationarity in financial markets is discussed and related to the dynamic nature of price volatility. A new measure is proposed for estimation of the current asset volatility. A simple and illustrative explanation is…

统计金融 · 定量金融 2016-09-08 Sergey S. Stepanov

Persistence is studied in a financial context by mapping the time evolution of the values of the shares quoted on the London Financial Times Stock Exchange 100 index (FTSE 100) onto Ising spins. By following the time dependence of the…

物理与社会 · 物理学 2008-12-02 S. Jain , P. Buckley

The financial market and turbulence have been broadly compared on account of the same quantitative methods and several common stylized facts they shared. In this paper, the She-Leveque (SL) hierarchy, proposed to explain the anomalous…

统计金融 · 定量金融 2015-06-11 Ya-Chun Gao , Shi-Min Cai , Bing-Hong Wang

We give a stochastic microscopic modelling of stock markets driven by continuous double auction. If we take into account the mimetic behavior of traders, when they place limit order, our virtual markets shows the power-law tail of the…

计算物理 · 物理学 2009-11-13 Jun-ichi Maskawa

The fundamental theorem behind financial markets is that stock prices are intrinsically complex and stochastic. One of the complexities is the volatility associated with stock prices. Volatility is a tendency for prices to change…

统计金融 · 定量金融 2023-11-21 Leonard Mushunje , Maxwell Mashasha , Edina Chandiwana

Financial markets provide an ideal frame for the study of crossing or first-passage time events of non-Gaussian correlated dynamics mainly because large data sets are available. Tick-by-tick data of six futures markets are herein considered…

统计金融 · 定量金融 2011-12-23 Josep Perelló , Mario Gutiérrez-Roig , Jaume Masoliver

Employing a recent technique which allows the representation of nonstationary data by means of a juxtaposition of locally stationary patches of different length, we introduce a comprehensive analysis of the key observables in a financial…

统计金融 · 定量金融 2013-05-03 Sabrina Camargo , Silvio M. Duarte Queiros , Celia Anteneodo

We study the asymptotic behavior of distribution densities arising in stock price models with stochastic volatility. The main objects of our interest in the present paper are the density of time averages of the squared volatility process…

证券定价 · 定量金融 2009-06-03 A. Gulisashvili , E. M. Stein

Diffusion processes driven by Fractional Brownian motion (FBM) have often been considered in modeling stock price dynamics in order to capture the long range dependence of stock price observed in reality. Option prices for such models had…

统计理论 · 数学 2024-05-29 Ananya Lahiri , Rituparna Sen

In the classical model of stock prices which is assumed to be Geometric Brownian motion, the drift and the volatility of the prices are held constant. However, in reality, the volatility does vary. In quantitative finance, the Heston model…

证券定价 · 定量金融 2019-10-21 Arunangshu Biswas , Anindya Goswami , Ludger Overbeck

We quantitatively investigate the ideas behind the often-expressed adage `it takes volume to move stock prices', and study the statistical properties of the number of shares traded $Q_{\Delta t}$ for a given stock in a fixed time interval…

统计力学 · 物理学 2009-10-31 Parameswaran Gopikrishnan , Vasiliki Plerou , Xavier Gabaix , H. Eugene Stanley

This paper aims to provide a simple modelling of speculative bubbles and derive some quantitative properties of its dynamical evolution. Starting from a description of individual speculative behaviours, we build and study a second order…

概率论 · 数学 2013-09-25 Sébastien Gadat , Laurent Miclo , Fabien Panloup

Throughout history, many countries have repeatedly experienced large swings in asset prices, which are usually accompanied by large fluctuations in macroeconomic activity. One of the characteristics of the period before major economic…

理论经济学 · 经济学 2024-08-12 Tomohiro Hirano

This paper assumes that the randomness of market trade values and volumes determines the properties of stochastic market prices. We derive the direct dependence of the first two price statistical moments and price volatility on statistical…

综合经济学 · 经济学 2024-02-27 Victor Olkhov

We consider the structure functions S^(q)(T), i.e. the moments of order q of the increments X(t+T)-X(t) of the Foreign Exchange rate X(t) which give clear evidence of scaling (S^(q)(T)~T^z(q)). We demonstrate that the nonlinearity of the…

统计力学 · 物理学 2008-12-02 F. Schmitt , D. Schertzer , S. Lovejoy

We study, both analytically and numerically, an ARCH-like, multiscale model of volatility, which assumes that the volatility is governed by the observed past price changes on different time scales. With a power-law distribution of time…

物理与社会 · 物理学 2008-12-02 L. Borland , J. -Ph. Bouchaud