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dataset underlying the chart below, we record the lapse behaviour of 30 policyholders, with 1 denoting a lapse and 0 otherwise. Chart 1: Observed lapses of 30 policyholders. Chart by author It would be counter-intuitive to model lapses in this instance using Linear Regression as indicated by the