Samplics is a python package that implements a set of sampling techniques for complex survey designs.
The repo is here:
https://github.com/samplics-org/samplics
Samplics is great for 'upstream' of sampling design (getting the weights ready etc.).
While balance is great 'downstream', in doing post-hoc analyses given the design weights and features collected.
However, the two packages are currently disconnected.
A wonderful contribution (to both packages), would be to understand the object structures in Samplics and balance, and making sure they are as compatible as possible.
Ideally, followed by a tutorial that can show how to do an end-to-end analysis using both.
The repo is here:
https://github.com/samplics-org/samplics
Samplicsis great for 'upstream' of sampling design (getting the weights ready etc.).While
balanceis great 'downstream', in doing post-hoc analyses given the design weights and features collected.However, the two packages are currently disconnected.
A wonderful contribution (to both packages), would be to understand the object structures in
Samplicsandbalance, and making sure they are as compatible as possible.Ideally, followed by a tutorial that can show how to do an end-to-end analysis using both.