In the case of polynomial regression, the variable selection process can be further complicated by the need to obtain subsets that are hierarchically well formulated. We present a branch-and-bound ...

If jumps exist in the mth-order derivative of the underlying regression function, then an (m + 1)-order polynomial is fitted in a neighborhood of each design point. We then characterize the jump ...