windkit.ltc.regression.VarianceRatioLinearRegression

class windkit.ltc.regression.VarianceRatioLinearRegression(fit_intercept=True)[source]

Variance Ratio Linear Regression class striving towards the sklearn fit/predict standard

For now, only supports one independent variable. #TODO: multilinear variance ratio linear regression.

Parameters:

fit_intercept (bool) – Whether to force the linear regression line through x,y=(0,0) default is True

intercept_

Independent term in the linear regression.

Type:

float

coef_

Estimated coefficient(s) for the linear regression problem.

Type:

array, float, shape (1, )

Methods

__init__([fit_intercept])

fit(X, y)

Fit model.

predict(X)

Predict using the model.