Calculating uncertainties on predictions of palaeoprecipitation from the magnetic properties of soils

► We place empirical magnetic climofunctions within a statistical framework. ► The uncertainties associated with palaeoprecipitation predications are assessed. ► Discrimination intervals show that climofunction prediction uncertainties are large.