yatsm.regression.design module
Functions for working with statistical model design matrices
Function design_to_indices is used to convert between coefficient types
listed in design_coefs and the indices of a design matrix containing
the desired coefficient type or types.
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yatsm.regression.design.design_to_indices(design_matrix, features)[source]
Return indices of coefficients for features in design matrix
| Parameters: |
- design_matrix – OrderedDict containing design features
keys and indices of coefficient matrix as values
- features – list of feature coefficients to extract
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| Returns: |
- list of indices and names for each feature specified in
features
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| Return type: | tuple
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