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time interval [t,t+Δt]. We relate the time-dependent standard deviation of price changes—volatility—to two microscopic … that the long-ranged volatility correlations are largely due to those of N. We then argue that the tail-exponent of the …
Persistent link: https://www.econbiz.de/10011061910
The emerging subfield of econophysics explores the degree to which certain concepts and methods from statistical … in the economics community. Here we give a brief overview of two examples of research topics that are receiving recent …, over a time interval [t,t+Δt]. We relate the time-dependent standard deviation of price fluctuations – volatility – to two …
Persistent link: https://www.econbiz.de/10011057441
Through simple analytical calculations and numerical simulations, we demonstrate the generic existence of a self-organized macroscopic state in any large multivariate system possessing non-vanishing average correlations between a finite fraction of all pairs of elements. The coexistence of an...
Persistent link: https://www.econbiz.de/10010873012
Persistent link: https://www.econbiz.de/10014246883
Correlations of stocks in time have been widely studied. Both the random matrix theory approach and the graphical visualization of so-called minimum spanning trees show the clustering of stocks according to industrial sectors. Studying the correlation between stocks traded in markets of...
Persistent link: https://www.econbiz.de/10005050873
Random matrix theory (RMT) filters, applied to covariance matrices of financial returns, have recently been shown to offer improvements to the optimisation of stock portfolios. This paper studies the effect of three RMT filters on the realised portfolio risk, and on the stability of the filtered...
Persistent link: https://www.econbiz.de/10010589903
We study the year-after-year properties of three different portfolios traded in the Athens Stock Exchange (ASE) for the time period 1987–2004. We use the minimum spanning tree (MST) technique and the random matrix theory (RMT), which make it possible to examine at the same time the temporal...
Persistent link: https://www.econbiz.de/10010591192
In this study, we attempted to determine how eigenvalues change, according to random matrix theory (RMT), in stock market data as the number of stocks comprising the correlation matrix changes. Specifically, we tested for changes in the eigenvalue properties as a function of the number and type...
Persistent link: https://www.econbiz.de/10010591512
through the random matrix theory. Meanwhile, we observe that the Taiwan and Hong Kong stock markets show a negative return-volatility … 2000, the two markets exhibited a strong positive return-volatility correlation, which is called the anti-leverage effect …
Persistent link: https://www.econbiz.de/10011060620
It is common knowledge that any two firms in the economy are correlated. Even firms belonging to different sectors of an industry may be correlated because of “indirect” correlations. How can we analyze and understand these correlations? This article reviews recent results regarding...
Persistent link: https://www.econbiz.de/10011063288