expand_as_numeric {cctools} | R Documentation |
Numeric model matrix for continuous convolution
Description
Turns ordered variables into integers and expands factors as binary dummy
codes. cont_conv()
additionally adds noise to discrete variables, but this is only
useful for estimation. [cc_prepare()]
can be used to evaluate an already
fitted estimate.
Usage
expand_as_numeric(x)
Arguments
x |
a vector or data frame with numeric, ordered, or factor columns. |
Value
A numeric matrix containing the expanded variables. It has additional
type expanded_as_numeric
and attr(, "i_disc")
cntains the indices of
discrete variables.
Examples
# dummy data with discrete variables
dat <- data.frame(
F1 = factor(rbinom(100, 4, 0.1), 0:4),
Z1 = as.ordered(rbinom(100, 5, 0.5)),
Z2 = as.ordered(rpois(100, 1)),
X1 = rnorm(100),
X2 = rexp(100)
)
pairs(dat)
pairs(expand_as_numeric(dat)) # expanded variables without noise
pairs(cont_conv(dat)) # continuously convoluted data
[Package cctools version 0.1.2 Index]