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CeFi vs. DeFi -- Comparing Centralized to Decentralized Finance
Arthur Gervais / Kaihua Qin / Liyi Zhou / Ludovico Lazzaretti / Yaroslav Afonin
decentralized financeResource overview

CeFi vs. DeFi -- Comparing Centralized to Decentralized Finance

Paper2021

by Arthur Gervais, Kaihua Qin, Liyi Zhou, Ludovico Lazzaretti, Yaroslav Afonin

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decentralized finance

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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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