liana.method.sp.RobustLinearModel

class liana.method.sp.RobustLinearModel(seed, **kwargs)

Robust linear regression model using statsmodels.RLM. Inherits from SingleViewModel

Methods table

fit(y, X, predictors[, k_cv])	Fits a robust linear model.
getdoc()

Methods

RobustLinearModel.fit(y, X, predictors, k_cv=None)

Fits a robust linear model.

Parameters:

• y (ndarray) – Target variable

• X (ndarray) – Feature matrix

• predictors (list[str]) – List of feature names

• k_cv (int (default: None)) – Number of cross-validation folds. If None, no cross-validation is performed.

RobustLinearModel.getdoc() → str | None