outervPCA: Find regional sources

Description Usage Arguments Details

Description

outervPCA Applies vPCA locally and across all monitors

Usage

1
outervPCA(data, ndays = 50, cut = 1, nmsource = NULL)

Arguments

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.

Details

Applies vPCA to data from each monitor, and then a second vPCA to the PCs from the first stage to find regional sources


kralljr/share documentation built on May 20, 2019, 1:25 p.m.