Handling Overlapping Asymmetric Datasets -- A Twice Penalized P-Spline Approach

no code implementations • 17 Nov 2023 • Matthew McTeer, Robin Henderson, Quentin M Anstee, Paolo Missier

Common solutions such as missing imputation can often be unwise if the smaller cohort is significantly different in scale to the larger sample, therefore the aim of this research is to develop a new method which can model the smaller cohort against a particular response, whilst considering the larger cohort also.

Additive models Dimensionality Reduction +1