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Python package for the simulation and estimation of generalized Roy model

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This change is [](https://reviewable.io/reviews/opensourceeconomics/grmpy/181)

grmpy - [ ] set vartypes for the simulated dataset, for example, int for D and const - [x] update documentation to latest general - [x] remove tight link to...

pb-simulation
pb-software-engineering
size-M
pb-documentation
priority-medium

We could usef https://mybinder.org and set up a notebook that produces all the graphs, tutorial and reliability test in this environment.

help wanted
size-L
pb-documentation
priority-medium

The replication of section does not follow the color scheme for the plots. Please fix.

size-S
pb-documentation
priority-medium

The plan is to use estimagic for the parametric estimation routine.

enhancement
pb-estimation
priority-high

We would like to move the locpoly routine from the current version of grmpy into its own package.

help wanted
pb-estimation
priority-low

It would make sense to compare our results for the semiparametric estimation approach (particularly the mte results) with the ones obtained from competing R packages. For this purpose I would...

enhancement
priority-medium
reliability

... after further polishing of documentation and code cleanup.

size-L
priority-low

So far our flake8 configuration file ignores complexity issues. We have to reorganize some functions. This concerns in particular: - print_info in simulate/simulate_auxiliary.py - print_logfile and write_comparison in estimate/estimate_output.py -...

enhancement
size-XL
priority-medium

Our current setup does not turn off the RuntimeWarnings during py.test run even if in PRODUCTION mode. Can we improve this?