Is independent component analysis appropriate for multivariate resolution in analytical chemistry?

TrAC - Trends in Analytical Chemistry

Volumn 31, Issue , 2012, Pages 134-143

  Parastar, Hadi ^a,b   Jalali Heravi, Mehdi ^a   Tauler, Roma ^b  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b INSTITUTE OF ENVIRONMENTAL ASSESSMENT AND WATER RESEARCH   (Spain)

Author keywords

Independence; Independent component analysis (ICA); Mean field independent component analysis (MFICA); Multivariate calibration; Multivariate classification; Multivariate curve resolution (MCR); Multivariate curve resolution alternating least squares (MCR ALS); Mutual information (MI); Rotational ambiguity; Signal processing

Indexed keywords

INDEPENDENCE; MEAN-FIELD; MULTIVARIATE CALIBRATION; MULTIVARIATE CLASSIFICATION; MULTIVARIATE CURVE RESOLUTION; MULTIVARIATE CURVE RESOLUTION-ALTERNATING LEAST SQUARES; MUTUAL INFORMATIONS; ROTATIONAL AMBIGUITY;

INDEPENDENT COMPONENT ANALYSIS; LEAST SQUARES APPROXIMATIONS; SIGNAL PROCESSING;

CHEMICAL ANALYSIS;

AMARI INDEX VALUE; ANALYTICAL PARAMETERS; CHEMISTRY; CONTROLLED STUDY; DATA ANALYSIS; ELUTION; HIGH PERFORMANCE LIQUID CHROMATOGRAPHY; INDEPENDENT COMPONENT ANALYSIS; LACK OF FIT VALUE; MULTIVARIATE CURVE RESOLUTION ALTERNATING LEAST SQUARE; MUTUAL INFORMATION VALUE; PARAMETERS; PRIORITY JOURNAL; RELATIVE COMPONENT CONTRIBUTION; REVIEW; STATISTICAL ANALYSIS; THEORY;

EID: 84155165591     PISSN: 01659936     EISSN: 18793142     Source Type: Journal    
DOI: 10.1016/j.trac.2011.07.010     Document Type: Review

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