Identification of Reliable Components in Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS): a Data-Driven Approach across Metabolic Processes.

Hiromi Motegi,Yuuri Tsuboi,Ayako Saga,Tomoko Kagami,Maki N. Inoue,Hideaki Toki,Osamu Minowa,Tetsuo Noda,Jun Kikuchi

Identification of Reliable Components in Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS): a Data-Driven Approach across Metabolic Processes.

2015

Hiromi Motegi
Yuuri Tsuboi
Ayako Saga
Tomoko Kagami
Maki N. Inoue
Hideaki Toki
Osamu Minowa
Tetsuo Noda
Jun Kikuchi

Identification of Reliable Components in Multivariate Curve Resolution-Alternating Least Squares (MCR-ALS): a Data-Driven Approach across Metabolic Processes

Keywords:

Principal component analysis
Multivariate statistics
Statistics
Least squares
Multivariate analysis
Mathematics
Data mining
Linear discriminant analysis
Hierarchical clustering
Partial least squares regression
Independent component analysis
Computer science

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