Step3: Class/algorithm for Stepwise regression that considers...

In riley-ashton/SelectionSimulator:

Description

Class/algorithm for Stepwise regression that considers correlation structure (recursively)

Usage

Step3

Format

R6Class object

Value

Object of R6Class

Fields

PredictorsGenerator

object for generating predictors

ResponseCalculator

object for computing response

Methods

new

Constructor

run

Runs the stepwise regression and saves the fitted model and the order the covariates were included

get_fitted_model

Returns the glm or lm object (must call "run()" first)

get_inclusion_order

Returns the order covariates were included in (list<vector<string>>) (must call "run()" first)

riley-ashton/SelectionSimulator documentation built on May 26, 2019, 4:40 p.m.