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Stochastic Herding in Financial Markets Evidence from Institutional Investor Equity Portfolios

  • Makoto Nirei
  • Theodoros Stamatiou
  • Vladyslav Sushko

TWe estimate a structural model of herding behavior in which feedback arises due to mutual concerns of traders over the unobservable "true" level of market liquidity. In a herding regime, random shocks are exacerbated by endogenous feedback, producing a dampened power-law in the fluctuation of largest sales. The key to the fluctuation is that each trader responds not only to private information, but also to the aggregate behavior of others. Applying the model to the data on portfolios of institutional investors (fund managers), we find that the empirical distribution is consistent with model predictions. A stock's realized illiquidity propagates herding and raises the probability of observing a sell-off. The distribution function itself has desirable properties for evaluating "tail risk".

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Paper provided by Bank for International Settlements in its series BIS Working Papers with number 371.

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Length: 56 pages
Date of creation: Feb 2012
Date of revision:
Handle: RePEc:bis:biswps:371
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