Beyond unimodal regression: modelling multimodality with piecewise unimodal regression or deconvolution models

Claudia Köllmann, Katja Ickstadt, Roland Fried

Shape constraints enable us to reflect prior knowledge in regression settings. A unimodality constraint, for example, can describe the frequent case of a first increasing and then…