decode_term

pyoptex.utils.model.decode_term(term, model, factors)

Decodes the encoded terms (the encoded categorical variables). For example, ‘y ~ A_0 + A_1 + B * A_0’ is decoded to ‘y ~ A + B * A’ according to the given model matrix.

Parameters

termnp.array(1d)

The encoded term.

modelnp.array(2d) or pd.DataFrame

The model.

factorslist(Factor)

The list of factors in the design. This parameter is used to determine whether the factor is continuous or categorical (and required decoding).

Returns

decoded_termnp.array(1d)

The decoded term.