coef_TSLA {TSLA}R Documentation

Get coefficients from a fitted TSLA model

Description

Get coefficients from a TSLA.fit object.

Usage

coef_TSLA(object, ...)

Arguments

object

A fit output from TSLA.fit().

...

Other parameters.

Value

A list of coefficients for each combination of \lambda and \alpha. The first dimension is indexed by the coefficient, the second dimension is indexed by \lambda, and the third dimension is indexed by \alpha.

Intercept

Intercept.

cov.coef

Coefficients for unpenalized features.

gamma.coef

Node coefficients. Also see details in getetmat().

beta.coef

Regression coefficients. Each coefficient is multiplied by (-1)^{r-1}, where r is the order of the corresponding interaction term. Also see details in getetmat().

beta.coef.adj

Regression coefficients \beta. This is the common regression coefficient vector. It corresponds to x.expand.adj and A.adj.


[Package TSLA version 0.1.2 Index]