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Doc work GEE, GMM, sphinx warnings #1264
add GEE to docs
fix some spinx warnings
I upgraded sphinx to version 1.2, I'm still not building notebooks and didn't check those.
GEE still needs proof reading and example in gee.rst
Thanks Vincent, I will make the changes soon.
Is the current docstring roughly understandable? They still needs improvements in many places, but I'd like to work on doc examples next to get a better view on what's awkward to use.
I used them as initial examples for the rewrite and unit tests.
What I already started to try out examples that compare models, like
I couldn't compare GEE with GMM because I don't have cluster robust standard errors yet in GMM.
The notebooks look nice. I could try to clean those up for you if you'd like.
Do you think we could use data from Rdatasets instead so we don't have to package more datasets with SM?
Tip: You can put equations inside dollar signs to have them render as latex in the notebooks. No need to indent or pretend they are code.
I'd like to update the code in the notebooks first, so I can see what changes I made compared to the original version.
Datasets are still an open question, there are some in the unit tests of GEE and GMM, but we should get some official datasets also in statmodels, that we can use for the panel/cluster, Statas
For other documentation we can use Rdatasets, and I also started to look at some textbook datasets like those of the two Wooldridge books. UCLA stats and Boston have worked out examples for those and I started some preliminary work to "replicate".
I definitely need lots of tips for notebooks since I still don't use them very often.