Convenient methods for rescaling data
rescaler(x, type="sd", ...)
object to rescale
type of rescaling to use (see description for details)
other options (only pasesed to rank
)
Provides methods for vectors, matrices and data.frames
Currently, five rescaling options are implemented:
I
: do nothing
range
: scale to [0, 1]
rank
: convert values to ranks
robust
: robust version of sd
, substract median and divide by median absolute deviation
sd
: subtract mean and divide by standard deviation