mesmer.stats.linear_regression.LinearRegression.residuals#

LinearRegression.residuals(predictors, target)#

Calculate the residuals of the fitted linear model

Parameters:

  • predictors (dict of xr.DataArray) – A dict of DataArray objects used as predictors. Must be 1D and contain dim.

  • 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.