An AI can build and try out statistical models using an open-ended generative grammar
Statistical Modeling, Causal Inference, and Social Science 2013-03-15
Summary:
David Duvenaud writes: I’ve been following your recent discussions about how an AI could do statistics [see also here]. I was especially excited about your suggestion for new statistical methods using “a language-like approach to recursively creating new models from a specified list of distributions and transformations, and an automatic approach to checking model fit.” [...]