cba (version 0.2-25)

coding: Dummy Coding

Description

Functions that convert R objects to a dummy coded matrix (or a list of matrices).

Usage

as.dummy(x, ...)
# S3 method for matrix
as.dummy(x, sep = " ", drop = FALSE, ...)
# S3 method for data.frame
as.dummy(x, sep = " ", drop = FALSE, ...)

Value

A matrix with a levels attribute which contains a list of the levels of the coded variables.

Arguments

x

an R object (see below).

sep

separator used for construction of colnames.

drop

drop factors with less than two levels.

...

other (unused) arguments.

Author

Christian Buchta

Warning

This is experimental code which may change in the future.

Details

The generic is applicable to factor and to R objects that can be converted to factor, i.e. logical, integer, or character. For numeric data a discretization method has to be used.

A factor is converted to as many logical variables as there are levels where the value TRUE indicates the presence of a level.

The colnames are made of the concatenation of a variable name and the level, separated by sep. For matrix and data.frame variable names are created if necessary.

A value of NA is mapped to FALSE across all levels.

See Also

as.logical.

Examples

### 
x <- as.integer(sample(3,10,rep=TRUE))
as.dummy(x)
is.na(x) <- c(3,5)
as.dummy(x)
x <- as.data.frame(x)
as.dummy(x)