Fast and simple methods for the optimization of kurtosis used as a projection pursuit index

Analytica Chimica Acta

Volumn 704, Issue 1-2, 2011, Pages 1-15

  Hou, S ^a   Wentzell, P D ^a  

^a DALHOUSIE UNIVERSITY   (Canada)

Author keywords

Independent component analysis; Multivariate kurtosis; Optimization; Projection pursuit; Quasi power method; Univariate kurtosis

Indexed keywords

EXPERIMENTAL DATA; EXPLORATORY DATA ANALYSIS; GLOBAL OPTIMUM; LOCAL OPTIMA; MULTIVARIATE KURTOSIS; PROJECTION INDICES; PROJECTION PURSUIT; PROJECTION PURSUITS; QUASI-POWER METHOD; SIMPLE METHOD; SIMULATED DATASETS; STEP SIZE; UNIVARIATE; UNIVARIATE KURTOSIS;

ALGORITHMS; CHEMICAL ANALYSIS; DATA REDUCTION; DATA STRUCTURES; INDEPENDENT COMPONENT ANALYSIS; OPTIMIZATION;

PRINCIPAL COMPONENT ANALYSIS;

ARTICLE; CHEMISTRY; KURTOSIS; LEARNING ALGORITHM; MATHEMATICAL COMPUTING; MULTIVARIATE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; PRIORITY JOURNAL; PROJECTION PURSUIT INDEX; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL DISTRIBUTION; THEORY; UNIVARIATE ANALYSIS;

EID: 80052517943     PISSN: 00032670     EISSN: 18734324     Source Type: Journal    
DOI: 10.1016/j.aca.2011.08.006     Document Type: Article

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