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Re to: # 1 I'm learning to use the technique at the moment (spatial relations for lakes and
water chemistry
in Sweden), there are so many ways to do and use PCA and FA so I guess it will take some
time to
nail it... the two books I found most helpful
in the start for multivariate techniques are: Applied Multivariate Methods for Data Analysts, Dallas E. Johnson AND APPLIED MULTIVARIATE TECHNIQUES, SUBHASH SHARMA.