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Published on: September 19, 2012
The excess volatility puzzle explained by financial noise amplification from endogenous feedbacks.
Alexander Wehrli1,2, Didier Sornette3,4,5
1Department of Management, Technology, and Economics, ETH Zurich, Zurich, 8092, Switzerland. alexander.wehrli@snb.ch.
Financial markets exhibit excess volatility, fluctuating more than fundamental value suggests. This study reveals an endogenous component of price instability, explaining this paradox in foreign exchange and equity futures markets.
Area of Science:
- Financial economics
- Complex systems analysis
- Quantitative finance
Background:
- The excess volatility puzzle, identified by Robert Shiller in 1981, highlights that asset prices fluctuate significantly more than their fundamental values.
- This phenomenon suggests inherent instabilities within financial markets.
- Such market dynamics are observed in foreign exchange and equity futures markets.
Purpose of the Study:
- To explain the excess volatility puzzle in financial economics.
- To decompose price fluctuation volatility into exogenous and endogenous components.
- To investigate the role of endogenous feedback in market instabilities.
Main Methods:
- Utilized an exact mapping of price diffusion process volatility to a point process.
- Employed a self-excited epidemic model to analyze price changes.
- Decomposed volatility into exogenous (efficient) and endogenous (inefficient) components.
Main Results:
- Identified a substantial endogenous component contributing to excess volatility.
- Found this endogenous component to be stable over longer time scales.
- Demonstrated that micro-scale fluctuations are amplified into long-term excess volatility.
Conclusions:
- The endogenous excess volatility provides a plausible explanation for the excess volatility puzzle.
- The findings are applicable to complex systems with exogenous driving and endogenous feedback.
- The study rationalizes the amplification of small market fluctuations into significant long-term price volatility.
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