I have been pondering the relationship between qualitative comparative analysis (QCA) and regression trees – and obviously I’m not the first to do so. Here’s an interesting blog post by Rick Davies (2012), which includes a reanalysis of a QCA using a decision tree.
There’s also a 2014 EES talk: