mesmer.stats.LinearRegression

class mesmer.stats.LinearRegression

Ordinary least squares Linear Regression for xr.DataArray objects.

__init__()

Methods

__init__()
fit(predictors, target, dim[, weights, ...])	Fit a linear model
from_netcdf(filename, **kwargs)	read params from a netCDF file
from_params(params)	initialize LinearRegression class using parameters
predict(predictors, *[, exclude, only])	Predict using the linear model.
residuals(predictors, target)	Calculate the residuals of the fitted linear model
to_netcdf(filename, **kwargs)	save params to a netCDF file

Attributes

params

The parameters of this estimator.