coef.dCVnet: coef.dCVnet

In AndrewLawrence/dCVnet: doubly cross-validated elastic-net regularised generalised linear models

coef.dCVnet

Description

Coefficients from a dCVnet object. If type is "production" this gives the coefficients from the production model fit to all data. Other options for type return coefficients from the outerloop of the cross-validation which are summarised/presented in different ways.

Usage

## S3 method for class 'dCVnet'
coef(object, type = "all", ...)

Arguments

object	a dCVnet object
type	how to return coefficients. "production" - the "production" model coefficients "all" - return separate coefficients for each fold & rep of CV "mean" - return mean over "all". "median" - return median over "all". "byrep" - return separate coefficients for each rep of CV (take mean average over folds). byrep_mean - mean over "byrep" byrep_mean - median over "byrep"
...	" "

Value

a data.frame of coefficient values (see type argument) containing columns: Predictor and Coef (as well as Rep and fold if applicable)

See Also

coefficients_summary

AndrewLawrence/dCVnet documentation built on Sept. 24, 2024, 5:24 a.m.