Application of partial least squares discriminant analysis and variable selection procedures: A 2D-PAGE proteomic study

Analytical and Bioanalytical Chemistry

Volumn 390, Issue 5, 2008, Pages 1327-1342

  Marengo, Emilio ^a   Robotti, Elisa ^a   Bobba, Marco ^a   Milli, Alberto ^b   Campostrini, Natascia ^b   Righetti, Sabina Carla ^c   Cecconi, Daniela ^b   Righetti, Pier Giorgio ^d  

^a UNIVERSITY OF EASTERN PIEDMONT   (Italy)

^b UNIVERSITY OF VERONA   (Italy)

^c NATIONAL CANCER INSTITUTE   (Italy)

^d POLITECNICO DI MILANO   (Italy)

Author keywords

Multivariate statistical methods; Partial least squares discriminant analysis; Proteomics; Two dimensional maps; Variable selection procedures

Indexed keywords

DISCRIMINANT ANALYSIS; LEAST SQUARES APPROXIMATIONS; MASS SPECTROMETRY; MATHEMATICAL MODELS; ROBUST CONTROL; TUMORS; TWO DIMENSIONAL;

MULTIVARIATE STATISTICAL METHODS; PARTIAL LEAST SQUARES DISCRIMINANT ANALYSIS; TWO-DIMENSIONAL MAPS; VARIABLE SELECTION PROCEDURES;

PROTEINS;

ARTICLE; BIOLOGICAL MODEL; CELL NUCLEUS; CHEMISTRY; DISCRIMINANT ANALYSIS; HUMAN; MASS SPECTROMETRY; METHODOLOGY; PROTEOMICS; REGRESSION ANALYSIS; TUMOR CELL LINE; TWO DIMENSIONAL GEL ELECTROPHORESIS;

CELL LINE, TUMOR; CELL NUCLEUS; DISCRIMINANT ANALYSIS; ELECTROPHORESIS, GEL, TWO-DIMENSIONAL; HUMANS; LEAST-SQUARES ANALYSIS; MASS SPECTROMETRY; MODELS, BIOLOGICAL; PROTEOMICS;

EID: 39849109809     PISSN: 16182642     EISSN: 16182650     Source Type: Journal    
DOI: 10.1007/s00216-008-1837-y     Document Type: Article

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