Application of the signal detection scheme to the linear polarization signals in the Mg ii h and k lines observed by Henze & Stenflo (1987). The dots display the observations, with their associated Gaussian error bars. The solid red curve is the mean of the predictive distribution, together with the error bars in red dotted lines. The blue curves display the contribution of each individual kernel function.