Add support for compositional data and introduce PRM algorithm

kearnz / autoimpute

Python package for Imputation Methods

MIT License

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Open kearnz opened 3 years ago

kearnz commented 3 years ago

Compositional data not currently supported, and no algorithms for compositional data implemented.

Opening this issue to track progress on compositional data.

The first algorithm introduced will be PRM, or predictive ratio matching. Introduced in Vink (2015) phd thesis and discussed by Van Buuren (6.4.4).

AuSpotter commented 3 years ago

An excellent and useful addition! Looking forward to testing it out