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The “Long-Term Asset Allocation” research initiative addresses, for an asset-liability manager, the extension of Bayesian and panel methods with the problem of integrating liabilities. The modelling of liabilities is a topic that has been little addressed in the financial literature and calls for appropriate new techniques