Power Laws of Wealth, Market Order Volumes and Market Returns

نویسندگان

  • Sorin Solomon
  • Peter Richmond
چکیده

Using the Generalised Lotka Volterra (GLV) model adapted to deal with muti agent systems we can investigate economic systems from a general viewpoint and obtain generic features common to most economies. Assuming only weak generic assumptions on capital dynamics, we are able to obtain very specific predictions for the distribution of social wealth. First, we show that in a ’fair’ market, the wealth distribution among individual investors fulfills a power law. We then argue that ’fair play’ for capital and minimal socio-biological needs of the humans traps the economy within a power law wealth distribution with a particular Pareto exponent α ∼ 3/2. In particular we relate it to the average number of individuals L depending on the average wealth: α ∼ L/(L − 1). Then we connect it to certain power exponents characterising the stock markets. We obtain that the distribution of volumes of the individual (buy and sell) orders follows a power law with similar exponent β ∼ α ∼ 3/2. Consequently, in a market where trades take place by matching pairs of such sell and buy orders, the corresponding exponent for the market returns is expected to be of order γ ∼ 2α ∼ 3. These results are consistent with recent experimental measurements of these power law exponents ([Maslov 2001] for β and [Gopikrishnan et al. 1999] for γ).

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

2 3 Fe b 20 01 Power Laws of Wealth , Market Order Volumes and Market Returns Sorin Solomon

Using the Generalised Lotka Volterra (GLV) model adapted to deal with muti agent systems we can investigate economic systems from a general viewpoint and obtain generic features common to most economies. Assuming only weak generic assumptions on capital dynamics, we are able to obtain very specific predictions for the distribution of social wealth. First, we show that in a ’fair’ market, the we...

متن کامل

Rules and Regulations on Competition Rights in Electricity Markets: A Comparative Study

It is essential to enact restrictive laws and impose penalties for private sector participants when they play an important role in different sectors of production and trading of commodities. These laws and penalties reduce antitrust activities and protect participants against illegal activities. Therefore, the study and recognition of legal and economic issues related to the competition in diff...

متن کامل

Volatility Driven Market in a Generalised Lotka Voltera Formalism

The Generalized Lotka Voltera (GLV) formalism has been introduced in order to explain the power law distributions in the individual wealth (wi(t)) (Pareto law) and financial markets returns (fluctuations) (r) as a result of the auto-catalytic (multiplicative random) character of the individual capital dynamics. As long as the multiplicative random factor (λ) is extracted from the same probabili...

متن کامل

A pr 2 00 8 Universal price impact functions of individual trades in an order - driven market WEI - XING ZHOU

The trade size ω has direct impact on the price formation of the stock traded. Econophys-ical analyses of transaction data for the US and Australian stock markets have uncovered market-specific scaling laws, where a master curve of price impact can be obtained in each market when stock capitalization C is included as an argument in the scaling relation. However, the rationale of introducing sto...

متن کامل

Model for Asset Returns and FractalMarket Hypothesis

A new general model for asset returns is studied in the framework of the Fractal Market Hypothesis (FMH). To accomodate markets with arbitrage opportunities it concerns capital market systems in which the Conditionally Exponential Dependence (CED) property can be attached to each investor on the market. Emploing the limit theorem for the CED systems, the universal characteristics for the distri...

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 2008