A simple data-driven method to optimise the penalty strengths of penalised models and its application to non-parametric smoothing

Jens Thomas, Mathias Lipka

Information of interest can often only be extracted from data by model fitting. When the functional form of such a model can not be deduced from first principles, one has to make a…