simp: Simple Imputation

In ShaulAb/typeless: Type less

Description

simp is a useful function to quickly impute missing values with naive methods.

Usage

simp(x, method = "mean")

Arguments

x	vector
method	method of imputation, possible values are "mean", "median", "zero" or "flag".

See Also

to apply more sophisticated imputations see packages mice, missForest, Hmisc, mi and norm

Examples

# impute airquaity ozone data
anyNA(airquality$Ozone)
ozone <- simp(airquality$Ozone)
anyNA(ozone)

# impute the entire airquality dataset with mean (default method)
airquality2 <- apply(airquality, 2, simp)
anyNA(airquality2)

# impute with the median
airquality3 <- apply(airquality, 2, function(x) simp(x, "median"))
anyNA(airquality3)

ShaulAb/typeless documentation built on May 28, 2019, 3:15 p.m.