mesmer.stats.LinearRegression.predict

LinearRegression.predict(predictors, exclude=None)

Predict using the linear model.

Parameters:

• predictors (dict of xr.DataArray | DataTree | xr.Dataset) – A dict of DataArray objects used as predictors or a DataTree, holding each predictor in a leaf. Each predictor must be 1D and contain dim. If predictors is a xr.Dataset, it must have each predictor as a single DataArray.

• exclude (str or set of str, default: None) – Set of variables to exclude in the prediction. May include "intercept" to initialize the prediction with 0.

Returns:

prediction (xr.DataArray) – Returns predicted values.