Characteristic-sorted portfolios are the workhorses of modern empirical finance, deployed widely to evaluate anomalies and construct asset pricing models. We propose a new method for their estimation that is simple compute, makes no ex-ante assumption on nature relationship between characteristic returns, does not require ad hoc selections percentile breakpoints or portfolio weighting schemes. ...