scale_quantile

0th

Percentile

Cut off outer quantiles and rescale to a [0, 1] range

Cut off outer quantiles and rescale to a [0, 1] range

Usage
scale_quantile(x, outlier_cutoff = 0.05)
Arguments
x

A numeric vector, matrix or data frame.

outlier_cutoff

The quantile cutoff for outliers (default 0.05).

Value

The centered, scaled matrix or vector. The numeric centering and scalings used are returned as attributes.

Aliases
  • scale_quantile
Examples
# NOT RUN {
## Generate a matrix from a normal distribution
## with a large standard deviation, centered at c(5, 5)
x <- matrix(rnorm(200*2, sd = 10, mean = 5), ncol = 2)

## Scale the dataset between [0,1]
x_scaled <- scale_quantile(x)

## Plot rescaled data
plot(x_scaled)

## Show ranges of each column
apply(x_scaled, 2, range)
# }
Documentation reproduced from package dynutils, version 1.0.5, License: MIT + file LICENSE

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