correlation_map
- pyoptex.doe.utils.evaluate.correlation_map(Y, factors, Y2X, model=None, method='pearson')[source]
Computes the map of correlations for the provided design.
Parameters
- Ypd.DataFrame
The decoded and denormalized design.
- factorslist(
Factor) The list of factors in the design.
- Y2Xfunc(Y)
The function to convert the design matrix Y to a model matrix X.
- modelpd.DataFrame or None
The model, used to extract the parameter names.
- method‘pearson’, ‘kendall’, or ‘spearman’
The correlation method to use.
Returns
- corrpd.DataFrame
The dataframe of correlations.