NA_rm_for_glm: Removing of all NAs and change the dataframe if too many rows...

In TanguyPerennec/Autostats: Automated medical science statistics

Description

Removing of all NAs and change the dataframe if too many rows are deleted

Usage

NA_rm_for_glm(
  DF,
  y = colnames(DF)[1],
  EPV = 0,
  min_explicatives = 0.1 * (ncol(DF)),
  floor_pval = 1,
  verbose = TRUE,
  method_NA = c("lessNA", "significance"),
  keep = FALSE,
  kNN = NULL,
  rf = NULL,
  median = NULL,
  mean = NULL,
  NA_as_level = NULL
)

Arguments

DF	: the dataframe
y	: the variable to explain
EPV	: the event-per-variable threeshold.
keep	: the variable(s) to keep whathever are its significance and number of NA
imputed_variables	: variables to be imputed if imputed method is selected in 'method_NA'.

TanguyPerennec/Autostats documentation built on Dec. 13, 2020, 10:43 a.m.