Data analysis is a fundamental process in any project. However, data can be lumped into different types, with categorical and continuous data seeming almost opposed at first glance. That said ...

Aitchison & Aitken (1976) described a kernel method of estimating the cell probabilities of a multivariate categorical distribution. The criterion for choosing the smoothing parameter is shown to be a ...