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Paper / 2025SMQ / 131641116855500
Nature-linked finance in Southeast Asia: implications and policy options for regulators, lenders and borrowers
Broadstock, David C. / Ranger, Nicola / Resendiz, Jose L. / Sulaeman, Johan
risk managementResource overview

Nature-linked finance in Southeast Asia: implications and policy options for regulators, lenders and borrowers

Paper2025

by Broadstock, David C., Ranger, Nicola, Resendiz, Jose L., Sulaeman, Johan

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risk management

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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

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

    Check forecasts against realised losses.

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