Simplicial Linear mixed effects regression
Build and run linear mixed effects model on balances. Use LME over OLS when
you have repeated measurements such as (timeseries).
Parameters
- table : FeatureTable[Balance]
- The feature table containing the samples in which simplicial regression
with mixed effect will be performed.
- tree : Hierarchy
- A hierarchy of feature identifiers where each tip corresponds to the
feature identifiers in the table. This tree can contain tip ids that
are not present in the table, but all feature ids in the table must be
present in this tree.
- metadata : Metadata
- Metadata information that contains the covariates of interest.
- formula : Str
- Statistical formula specifying the statistical model. In other words, a
list of the metadata categories that will be used in the linear mixed
effect model, typically separated by "+". For more information see
https://patsy.readthedocs.io/en/latest/API-reference.html
- groups : Str
Returns
visualization : Visualization