Description Usage Arguments Details
outervPCA
Applies vPCA locally and across all monitors
1 |
data |
data frame of daily constituent concentrations with date as first column |
ndays |
number of days of data necessary to apply PCA |
cut |
cutoff for eigenvalues (see nmsource), default is 1. |
nmsource |
number of major sources. If null, uses number of eigenvalues of the correlation matrix greater than cut. |
Applies vPCA to data from each monitor, and then a second vPCA to the PCs from the first stage to find regional sources
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