Econophysics: What Can Physicists Contribute to Economics?

نویسندگان

  • H. EUGENE STANLEY
  • LUÍS A. NUNES AMARAL
  • PARAMESWARAN GOPIKRISHNAN
  • YANHUI LIU
  • VASILIKI PLEROU
  • BERND ROSENOW
چکیده

In recent years, a considerable number of physicists have started applying physics concepts and methods to understand economic phenomena. The term “Econophysics” is sometimes used to describe this work. Economic fluctuations can have many repercussions, and understanding fluctuations is a topic that many physicists have contributed to in recent years. Further, economic systems are examples of complex interacting systems for which a huge amount of data exist and it is possible that the experience gained by physicists in studying fluctuations in physical systems might yield new results in economics. Much recent work in econophysics is focused on understanding the peculiar statistical properties of price fluctuations in financial time series. In this talk, we discuss three recent results. The first result concerns the probability distribution of stock price fluctuations. This distribution decreases with increasing fluctuations with a power-law tail well outside the Lévy stable regime and describes fluctuations that differ by as much as 8 orders of magnitude. Further, this nonstable distribution preserves its functional form for fluctuations on time scales that differ by 3 orders of magnitude, from 1 min up to approximately 10 days. The second result concerns the accurate quantification of volatility correlations in financial time series. While price fluctuations themselves have rapidly decaying correlations, the volatility estimated by using either the absolute value or the square of the price fluctuations has correlations that decay as a power-law and persist for several months. The third result bears on the application of random matrix theory to understand the correlations among price fluctuations of any two different stocks. We compare the statistics of the cross-correlation matrix constructed from price fluctuations of the leading 1000 stocks and a matrix with independent random elements, i.e., a random matrix. Contrary to first expectations, we find little or no deviation from the universal predictions of random matrix theory for all but a few of the largest eigenvalues of the cross-correlation matrix.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Eco -no(?) -physics -comments and Reflexions

How can econophysics contribute to economics? Since the relation between basic principles of physics and economics is not established, there is no reason why physical theories should be of any value for economic theory. While economic theories leave the physicists largely without orientation in this field, econo-physicists should orient themselves at concrete problems from economic practice rat...

متن کامل

Econophysics: can physicists contribute to the science of economics?

Econophysics is a new word, used to describe work being done by physicists in which nancial and economic systems are treated as complex systems. Everyone is a ected by economic uctuations, and quantifying uctuations is a topic that many physicists have contributed to in recent years. Moreover, everyone – rich and poor – would be powerfully a ected by a breakdown of the world-wide nancial system...

متن کامل

Economist Featured the Cover Article, “the Puzzling Failure of Economics.”

Then how can computational physicists contribute to the search for solutions to the puzzles posed by modern economics that economists theinselves cannot solve? An approach-not very commonly used in economics-is to begin empirically, with real data that you can analyze in some detail, but without prior models. In economics, a great deal of real data is available. If you, moreover, have at your d...

متن کامل

The econophysical turn and economic complexity

This general commentary extends the excellent paper written by Buchanan in a previous issue of Nature Physics (“What has econophysics ever done for us?” Nature Physics, 9, 317, 2013) in which the author proposed a list of “good things” related to contribution of econophysics. Rather than detailing the major results of econophysics which could be potentially interesting for economics (see point ...

متن کامل

DYNAMICS OF MARKETS: ECONOPHYSICS AND FINANCE By Joseph L. McCauley, Cambridge University Press, Cambridge, 2004, 209 + xvi pages, ISBN 0-521-82447-8

The nature of econophysics and its relationship with both economics and physics has become increasingly contentious and controversial recently (Ball [2]; Gallegati et al. [3], 2006). The term is quite recent, only neologized in 1995 by Eugene Stanley and then defined by him and Rosario Mantegna (Mantegna and Stanley [4, pages viii–ix]) as a “multidisciplinary field” consisting of “activities by...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2000