Back to basics: when you need more than Principal Component Analysis

A.M.C. Davies^a and Tom Fearn^b

^aNorwich Near Infrared Consultancy, 75 Intwood Road, Cringleford, Norwich NR4 6AA, UK
^bDepartment of Statistical Science, University College London, Gower Street, London, UK