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Example: reg diagnostics #1056
I'd like to use my new powers to push this through. I'm unlikely to improve the notebook in the short term, and I've integrated @josef-pkt comments (import stats.api as sms and print()). The only other change is moving the quantreg example notebook which was sitting in the wrong folder.
I tested both example_regression_diagnostic.ipynb and quantreg.ipynb using latest master and they ran fine. The Travis build error is obviously unrelated to this.
I would test docs build but nbgenerate.py still has hardcoded file paths and such, so that'll need to be cleaned up before easy doc build with notebooks is possible.