Cross-response in correlated financial markets: individual stocks

@article{Wang2016CrossresponseIC,
  title={Cross-response in correlated financial markets: individual stocks},
  author={Shanshan Wang and Rudi Sch{\"a}fer and Thomas Guhr},
  journal={The European Physical Journal B},
  year={2016},
  volume={89},
  pages={1-16}
}
Abstract Previous studies of the stock price response to trades focused on the dynamics of single stocks, i.e. they addressed the self-response. We empirically investigate the price response of one stock to the trades of other stocks in a correlated market, i.e. the cross-responses. How large is the impact of one stock on others and vice versa? – This impact of trades on the price change across stocks appears to be transient instead of permanent as we discuss from the viewpoint of market… 

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References

SHOWING 1-10 OF 59 REFERENCES

Econophysics: Master curve for price-impact function

This single-curve collapse of the price-impact function suggests that fluctuations from the supply-and-demand equilibrium for many financial assets, differing in economic sectors of activity and market capitalization, are governed by the same statistical rule.

On the origin of power-law fluctuations in stock prices

We respond to the issues discussed by Farmer and Lillo (FL) related to our proposed approach to understanding the origin of power-law distributions in stock price fluctuations. First, we extend our

Random walks, liquidity molasses and critical response in financial markets

Stock prices are observed to be random walks in time despite a strong, long-term memory in the signs of trades (buys or sells). Lillo and Farmer have recently suggested that these correlations are

Time and the Price Impact of a Trade

We use Hasbrouck's (1991) vector autoregressive model for prices and trades to empirically test and assess the role played by the waiting time between consecutive transactions in the process of price

How Markets Slowly Digest Changes in Supply and Demand

In this article we revisit the classic problem of tatonnement in price formation from a microstructure point of view, reviewing a recent body of theoretical and empirical work explaining how

Quantifying stock-price response to demand fluctuations.

It is found that large price fluctuations occur when demand is very small-a fact that is reminiscent of large fluctuations that occur at critical points in spin systems, where the divergent nature of the response function leads to large fluctuations.

The price impact of order book events: market orders, limit orders and cancellations

While the long-ranged correlation of market orders and their impact on prices has been relatively well studied in the literature, the corresponding studies of limit orders and cancellations are

Market Depth and Order Size

In this paper we empirically analyze the permanent price impact of trades by investigating the relation between unexpected net order flow and price changes. We use intraday data on German index
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