mesmer.stats.LinearRegression.residuals

mesmer.stats.LinearRegression.residuals#

LinearRegression.residuals(predictors, target)#

Calculate the residuals of the fitted 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 DataArray.

  • target (xr.DataArray) – Target DataArray. Must be 2D and contain dim.

Returns:

residuals (xr.DataArray) – Returns residuals - the difference between the predicted values and target.