spritefullake

spritefullake

Linear Regressions with Scholar and library for summary statistics, traditional methods

When I run a Linear regression with Scholar, I am able to obtain the coef and intercepts, but how may I obtain an Rsquared value, confidence intervals, etc. Something similar to Python’s statsmodels library or scikitlearn.stats ? Please do give any recommendations for good elixir statistic libraries. I really have been enjoying the capabilities of livebook and explorer, it seems many of the tools are ML focused but I really would like to use statistics with Elixir instead of dropping back to Python or R.

First Post!

spritefullake

spritefullake

I had luck digging through the docs and found an r2 function here in the Scholar.Metrics module: Scholar.Metrics.Regression — Scholar v0.2.1 . Very nice, I think there just needs to be more tutorials and easy to show docs for what anyone doing some statistical stuff will need.

Last Post!

polvalente

polvalente

Nx Core Team

If you want to put a livebook guide together and submit a PR, we’d be happy to review it!

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