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"