scree: How many axes to retain this much of variance or trace ?
Description
A set of functions around PCA/LDA eigen/trace. scree calculates their proportion and cumulated proportion;
scree_min returns the minimal number of axis to use to retain a given proportion; scree_plot displays a screeplot.
Usage
scree(x, nax)
# S3 method for PCA
scree(x, nax)
# S3 method for LDA
scree(x, nax)
scree_min(x, prop)
scree_plot(x, nax)
Value
scree returns a data.frame, scree_min a numeric, scree_plot a ggplot.
Arguments
x
a PCA object
nax
numeric range of axes to consider.
All by default for scree_min, display until 0.99 for scree_plot
prop
numeric how many axes are enough to gather this proportion of variance.
Default to 1, all axes are returned
defaut to 1: all axis are returned