This is an R package for distributed multinomial regression. The main function is `dmr’, which fits independent Poisson log regressions for each category in your multinomial response.

To cite this package, use “Taddy (2015), Distributed Multinomial Regression, Annals of Applied Statistics”.

The R package makes use of the parallel library. This allows easy in-memory parallelization, and can also be used to facilitate distribution across multiple machines.