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.” [...]

Link:

http://andrewgelman.com/2013/02/26/an-ai-that-builds-a-statistical-model/

From feeds:

Statistics and Visualization » Statistical Modeling, Causal Inference, and Social Science

Tags:

statistical computing bayesian statistics

Authors:

Andrew

Date tagged:

03/15/2013, 12:48

Date published:

02/26/2013, 09:04