missing_compare {finalfit} | R Documentation |
Compare missing data
missing_compare(.data, dependent, explanatory, na_include = FALSE, ...)
.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 |
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.
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)