finalfit (version 1.0.2)

missing_compare: Compare missing data

Description

Compare missing data

Usage

missing_compare(.data, dependent, explanatory, na_include = FALSE, ...)

Arguments

.data

Dataframe.

dependent

Variable to test missingness against other variables with.

explanatory

Variables to have missingness tested against.

na_include

Include missing data in explanatory variables as a factor level.

...

Other arguments to summary_factorlist().

Value

A dataframe comparing missing data in the dependent variable across explanatory variables. Continuous data are compared with a Kruskal Wallis test. Discrete data are compared with a chi-squared test.

Examples

# NOT RUN {
library(finalfit)

explanatory = c("age", "age.factor", "extent.factor", "perfor.factor")
dependent = "mort_5yr"

colon_s %>%
  ff_glimpse(dependent, explanatory)

colon_s %>%
 missing_pattern(dependent, explanatory)

colon_s %>%
  missing_compare(dependent, explanatory)
# }