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相关论文: Inverse Statistics in the Foreign Exchange Market

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We analyze waiting times for price changes in a foreign currency exchange rate. Recent empirical studies of high frequency financial data support that trades in financial markets do not follow a Poisson process and the waiting times between…

物理与社会 · 物理学 2009-11-11 Naoya Sazuka

We evaluate the average waiting time between observing the price of financial markets and the next price change, especially in an on-line foreign exchange trading service for individual customers via the internet. Basic technical idea of…

数据分析、统计与概率 · 物理学 2008-12-02 Naoya Sazuka , Jun-ichi Inoue

The level crossing and inverse statistics analysis of DAX and oil price time series are given. We determine the average frequency of positive-slope crossings, $\nu_{\alpha}^+$, where $T_{\alpha} =1/\nu_{\alpha}^+ $ is the average waiting…

统计金融 · 定量金融 2011-08-25 F. Shayeganfar , M. Holling , J. Peinke , M. Reza Rahimi Tabar

A quantitative check of weak efficiency in US dollar/German mark exchange rates is developed using high frequency data. We show the existence of long term return anomalies. We introduce a technique to measure the available information and…

无序系统与神经网络 · 物理学 2008-12-02 R. Baviera , M. Pasquini , M. Serva , D. Vergni , A. Vulpiani

We present a systematic study of various statistical characteristics of high-frequency returns from the foreign exchange market. This study is based on six exchange rates forming two triangles: EUR-GBP-USD and GBP-CHF-JPY. It is shown that…

统计金融 · 定量金融 2011-05-24 Stanislaw Drozdz , Jaroslaw Kwapien , Pawel Oswiecimka , Rafal Rak

The goal of developing a firmer theoretical understanding of inhomogenous temporal processes -- in particular, the waiting times in some collective dynamical system -- is attracting significant interest among physicists. Quantifying the…

统计金融 · 定量金融 2015-06-12 Guannan Zhao , Mark McDonald , Dan Fenn , Stacy Williams , Neil F. Johnson

We propose a useful approach for investigating the statistical properties of foreign currency exchange rates. Our approach is based on queueing theory, particularly, the so-called renewal-reward theorem. For the first passage processes of…

数据分析、统计与概率 · 物理学 2008-12-02 Jun-ichi Inoue , Naoya Sazuka

Inverse statistics in economics is considered. We argue that the natural candidate for such statistics is the investment horizons distribution. This distribution of waiting times needed to achieve a predefined level of return is obtained…

软凝聚态物质 · 物理学 2008-12-02 Mogens H. Jensen , Anders Johansen , Ingve Simonsen

The inverse statistics is the distribution of waiting times needed to achieve a predefined level of return obtained from (detrended) historic asset prices \cite{optihori,gainloss}. Such a distribution typically goes through a maximum at a…

物理与社会 · 物理学 2009-11-11 A. Johansen , I. Simonsen , M. H. Jensen

We investigate the large-fluctuation dynamics in financial markets, based on the minute-to-minute and daily data of the Chinese Indices and German DAX. The dynamic relaxation both before and after the large fluctuations is characterized by…

综合金融 · 定量金融 2013-08-21 X. F. Jiang , T. T. Chen , B. Zheng

A theory which describes the share price evolution at financial markets as a continuous-time random walk has been generalized in order to take into account the dependence of waiting times t on price returns x. A joint probability density…

统计力学 · 物理学 2015-06-24 Przemyslaw Repetowicz , Peter Richmond

This study investigates that a characteristic time scale on an exchange rate market (USD/JPY) is examined for the period of 1998 to 2000. Calculating power spectrum densities for the number of tick quotes per minute and averaging them over…

数据分析、统计与概率 · 物理学 2008-12-02 Aki-Hiro Sato

We discuss price variations distributions in foreign exchange markets, characterizing them both in calendar and business time frameworks. The price dynamics is found to be the result of two distinct processes, a multi-variance diffusion and…

统计力学 · 物理学 2009-10-31 Michele Pasquini , Maurizio Serva

We study the continuous time random walk theory from financial tick data of the yen-dollar exchange rate transacted at the Japanese financial market. The dynamical behavior of returns and volatilities in this case is particularly treated at…

其他凝聚态物理 · 物理学 2008-12-02 Kyungsik Kim , Seong-Min Yoon , C. Christopher Lee , Myung-Kul Yum

Investigations of inverse statistics (a concept borrowed from turbulence) in stock markets, exemplified with filtered Dow Jones Industrial Average, S&P 500, and NASDAQ, have uncovered a novel stylized fact that the distribution of exit time…

其他凝聚态物理 · 物理学 2008-12-02 Wei-Xing Zhou , Wei-Kang Yuan

It is shown that prize changes of the US dollar - German Mark exchange rates upon different delay times can be regarded as a stochastic Marcovian process. Furthermore we show that from the empirical data the Kramers-Moyal coefficients can…

数据分析、统计与概率 · 物理学 2009-10-31 Rudolf Friedrich , Joachim Peinke , Christoph Renner

We analyze tick data of yen-dollar exchange with a focus on its up and down movement. We show that there exists a rather particular conditional probability structure with such high frequency data. This result provides us with evidence to…

凝聚态物理 · 物理学 2009-11-07 Toru Ohira , Naoya Sazuka , Kouhei Marumo , Tokiko Shimizu , Misako Takayasu , Hideki Takayasu

In recent publications, the authors have considered inverse statistics of the Dow Jones Industrial Averaged (DJIA) [1-3]. Specifically, we argued that the natural candidate for such statistics is the investment horizons distribution. This…

物理与社会 · 物理学 2008-12-02 A. Johansen , I. Simonsen , M. H. Jensen

We introduce an autoregressive-type model with self-modulation effects for a foreign exchange rate by separating the foreign exchange rate into a moving average rate and an uncorrelated noise. From this model we indicate that traders are…

物理与社会 · 物理学 2008-12-02 Takayuki Mizuno , Misako Takayasu , Hideki Takayasu

In foreign exchange markets monotonic rate changes can be observed in time scale of order of an hour on the days that governmental interventions took place. We estimate the starting time of an intervention using this characteristic behavior…

数据分析、统计与概率 · 物理学 2008-12-02 Takayuki Mizuno , Yukiko Umeno Saito , Tsutomu Watanabe , Hideki Takayasu
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