spinyreg-class {spinyReg}

Class "spinyreg"

Description

Class of object returned by the spinyreg function.

Slots

coefficients:

numeric vector of coefficients with respect to the original input. Contains the intercept if the model owns any.

alpha:

numeric scalar.

gamma:

numeric scalar.

normx:

Vector (class "numeric") containing the square root of the sum of squares of each column of the design matrix.

residuals:

Vector of residuals.

r.squared:

scalar giving the coefficient of determination.

fitted:

Vector of fitted values.

monitoring:

List (class "list") which contains various indicators dealing with the optimization process.

intercept:

Logical which indicates if a intercept is included in the model.

Methods

This class comes with the usual predict(object, newx, ...), fitted(object, ...), residuals(object, ...), coefficients(object, ...), print(object, ...) and show(object) generic (undocumented) methods.