Showing 1 - 10 of 12
In this paper we exploit the principle of maximum entropy to gain insight into the process underlying the internal dynamics of a stock market. We first introduce a simplified physical model, the ideally liquid stock, to describe market price evolution and derive an operational definition of...
Persistent link: https://www.econbiz.de/10009214981
This paper generalizes Moody's correlated binomial default distribution for homogeneous (exchangeable) credit portfolios, which was introduced by Witt, to the case of inhomogeneous portfolios. We consider two cases of inhomogeneous portfolios. In the first case, we treat a portfolio whose assets...
Persistent link: https://www.econbiz.de/10009215042
The use of improved covariance matrix estimators as an alternative to the sample estimator is considered an important approach for enhancing portfolio optimization. Here we empirically compare the performance of nine improved covariance estimation procedures using daily returns of 90 highly...
Persistent link: https://www.econbiz.de/10009208266
under the term Econophysics. Since the name was coined in 1995 by merging the words 'Economics' and 'Physics', this new …, Mathematics, Economics and Finance that led to the emergence of Econophysics. We then present empirical studies revealing the … random matrix theory and graph theory are presented. The companion paper will review models in Econophysics from the point of …
Persistent link: https://www.econbiz.de/10009208270
heading Econophysics. In the first part, we reviewed the statistical properties of financial time series, the statistics … models in Econophysics from the point of view of agent-based modeling. Of the large number of multi-agent-based models, we …
Persistent link: https://www.econbiz.de/10009208355
We introduce a novel non-parametric methodology to test for the dynamical time evolution of the lag-lead structure between two arbitrary time series. The method consists of constructing a distance matrix based on the matching of all sample data pairs between the two time series. Then, the...
Persistent link: https://www.econbiz.de/10005495734
Log-periodic precursors have been identified before most and perhaps all financial crashes of the Twentieth Century, but efforts to statistically validate the leading model of log-periodicity, the Johansen-Ledoit-Sornette (JLS) model, have generally failed. The main feature of this model is that...
Persistent link: https://www.econbiz.de/10005495756
For financial risk management it is of vital interest to have good estimates for the correlations between the stocks. It has been found that the correlations obtained from historical data are covered by a considerable amount of noise, which leads to a substantial error in the estimation of the...
Persistent link: https://www.econbiz.de/10008609617
In a follow up to a previous paper where a model was presented for intra-day volume dynamics, we use wavelet decomposition for model parameter estimation. We run Monte-Carlo simulations of the model with these estimated parameters and compare with observed volume curves. This model in its...
Persistent link: https://www.econbiz.de/10008675051
The most suitable paradigms and tools for investigating the scaling structure of financial time series are reviewed and discussed in the light of some recent empirical results. Different types of scaling are distinguished and several definitions of scaling exponents, scaling and multi-scaling...
Persistent link: https://www.econbiz.de/10005279148