sc.impute {monobinShiny}

Special case imputation

Description

Special case imputation

Usage

sc.impute(tbl, rf, sc, sc.replace, imp.method)

Arguments

tbl

Data frame with risk factors ready for imputation.

rf

Vector of risk factors to be imputed.

sc

Numeric vector of special case values.

sc.replace

Numeric vector of special case values that are selected for imputation.

imp.method

Imputation method (mean or median).

Value

Returns a list of three elements. The first element is a data frame with imputed values, the second element is a vector of newly created risk factors (with imputed values) and the third one is a data frame with information about possible imputation errors.

Examples

if 	(interactive()) {
	imp.res <- suppressWarnings(
		     sc.impute(tbl = rv$db, 
				   rf = rf, 
				   sc = sca.check.res[[1]],
				   sc.replace = scr.check.res[[1]], 
				   imp.method = imp.method)
			)
	}