autoReg_sub {autoReg}

Perform univariable and multivariable regression and stepwise backward regression automatically

Description

Perform univariable and multivariable regression and stepwise backward regression automatically

Usage

autoReg_sub(
  fit,
  threshold = 0.2,
  uni = FALSE,
  multi = TRUE,
  final = FALSE,
  imputed = FALSE,
  keepstats = FALSE,
  showstats = TRUE,
  ...
)

Arguments

fit

An object of class lm or glm

threshold

numeric

uni

logical whether or not perform univariate regression

multi

logical whether or not perform multivariate regression

final

logical whether or not perform stepwise backward elimination

imputed

logical whether or not include imputed model

keepstats

logical whether or not keep statistics

showstats

logical whether or not show descriptive statistics

...

Further arguments to be passed to imputedReg()

Value

An object of class "autoReg" which inherits from the class "data.frame" with at least the following attributes:

attr(*,"yvars)

character. name of dependent variable

attr(*,"model")

name of model. One of "lm","glm" or "coxph"