Discriminant analysis with singular covariance matrices. A method incorporating cross-validation and efficient randomized permutation tests

Journal of Chemometrics

Volumn 10, Issue 3, 1996, Pages 189-213

  Jonathan, Philip ^a,b   McCarthy, W V ^a   Roberts, Adrian M I ^a,c  

^a Sittingbourne Research Centre   (United Kingdom)

^b SHELL RESEARCH AND TECHNOLOGY CENTRE   (Netherlands)

^c ASTRAZENECA   (United Kingdom)

Author keywords

Concordance; Discriminant analysis; Permutation test; Principal components; QSAR

Indexed keywords

CLUSTERING ALGORITHMS; COMPUTATIONAL CHEMISTRY; COMPUTATIONAL EFFICIENCY; COVARIANCE MATRIX; INVERSE PROBLEMS; PRINCIPAL COMPONENT ANALYSIS; SOFTWARE TESTING;

CONCORDANCE; COVARIANCE MATRICES; CROSS VALIDATION; FUTURE OBSERVATIONS; PERMUTATION TESTS; PRINCIPAL COMPONENTS; QSAR; RANDOM PERMUTATIONS; TRAINING SETS; VALIDATION STAGES;

DISCRIMINANT ANALYSIS;

EID: 0039837504     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199605)10:3<189::AID-CEM410>3.0.CO;2-I     Document Type: Article

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