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Alessi, Lucia and Detken, Carsten (2018), Determining excessive credit progress and you will control, Journal out-of Monetary Balance, Vol Including interest rate chance, households’ strength in order to earnings surprises are analyzed playing with a chances of default (PD) design. You will find several options for estimating PDs: included in this is using historical data