A review on recent advancements in forex currency prediction

MS Islam, E Hossain, A Rahman, MS Hossain… - Algorithms, 2020 - mdpi.com
In recent years, the foreign exchange (FOREX) market has attracted quite a lot of scrutiny
from researchers all over the world. Due to its vulnerable characteristics, different types of …

[PDF][PDF] Financial Economics, Fat-Tailed Distributions.

M Haas, C Pigorsch - Encyclopedia of Complexity and Systems …, 2009 - academia.edu
This article reviews some of the most important concepts and distributional models that are
used in empirical finance to capture the (almost) ubiquitous stochastic properties of returns …

Empirical distributions of stock returns: between the stretched exponential and the power law?

Y Malevergne*, V Pisarenko, D Sornette - Quantitative Finance, 2005 - Taylor & Francis
A large consensus now seems to take for granted that the distributions of empirical returns of
financial time series are regularly varying, with a tail exponent b close to 3. We develop a …

[图书][B] Essentials of econophysics modelling

F Slanina - 2013 - books.google.com
This book is a course in methods and models rooted in physics and used in modelling
economic and social phenomena. It covers the discipline of econophysics, which creates an …

Generalized heat diffusion equations with variable coefficients and their fractalization from the Black-Scholes equation

RA El-Nabulsi, AK Golmankhaneh - … in Theoretical Physics, 2021 - iopscience.iop.org
In this study, we prove that modified diffusion equations, including the generalized Burgers'
equation with variable coefficients, can be derived from the Black-Scholes equation with a …

On the power of generalized extreme value (GEV) and generalized Pareto distribution (GPD) estimators for empirical distributions of stock returns

Y Malevergne, V Pisarenko… - Applied Financial …, 2006 - Taylor & Francis
Using synthetic tests performed on time series with time dependence in the volatility with
both Pareto and Stretched-Exponential distributions, it is shown that for samples of moderate …

Pareto law of the expenditure of a person in convenience stores

T Mizuno, M Toriyama, T Terano, M Takayasu - Physica A: Statistical …, 2008 - Elsevier
We study the statistical laws of the expenditure of a person in convenience stores by
analyzing around 100 million receipts. The density function of expenditure exhibits a fat tail …

Solvable stochastic dealer models for financial markets

K Yamada, H Takayasu, T Ito, M Takayasu - Physical Review E—Statistical …, 2009 - APS
We introduce solvable stochastic dealer models, which can reproduce basic empirical laws
of financial markets such as the power law of price change. Starting from the simplest model …

Timing matters in foreign exchange markets

Y Hirata, K Aihara - Physica A: Statistical Mechanics and its Applications, 2012 - Elsevier
We show using nonlinear time series analysis that the timing of trades in foreign exchange
markets has significant information. We apply a set of methods for analyzing point process …

New statistic for financial return distributions: Power-law or exponential?

V Pisarenko, D Sornette - Physica A: Statistical Mechanics and its …, 2006 - Elsevier
We introduce a new statistical tool (the TP-statistic and TE-statistic) designed specifically to
compare the behavior of the sample tail of distributions with power-law and exponential tails …