Cut off outer quantiles and rescale to a [0, 1] range
scale_quantile(x, outlier_cutoff = 0.05)
A numeric vector, matrix or data frame.
The quantile cutoff for outliers (default 0.05).
The centered, scaled matrix or vector. The numeric centering and scalings used are returned as attributes.
## 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)
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