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Pathways towards instability in financial networks
Bardoscia, Marco / Battiston, Stefano / Caccioli, Fabio / Caldarelli, Guido
contagion / financial networksResource overview

Pathways towards instability in financial networks

Paper2017

by Bardoscia, Marco, Battiston, Stefano, Caccioli, Fabio, Caldarelli, Guido

Tags
contagionfinancial networksfinancial stabilitysystemic risk

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  1. Random Variables and Distributions

    Represent losses as a distribution rather than one forecast.

  2. Expected Shortfall and Other Tail Risk Measures

    Distinguish a loss quantile from the average loss in the tail.

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  1. VaR Estimation in Practice: Variance-Covariance, Historical Simulation, Monte Carlo

    Compare risk estimators and their assumptions.

  2. Backtesting VaR and ES: Coverage Tests and Model Validation

    Check forecasts against realised losses.

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