Bayesian wavelength selection in multicomponent analysis

Journal of Chemometrics

Volumn 12, Issue 3, 1998, Pages 173-182

  Brown, P J ^a   Vannucci, M ^a   Fearn, T ^b  

^a UNIVERSITY OF KENT   (United Kingdom)

^b UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Bayesian wavelength selection; Markov chain Monte Carlo (MCMC); Metropolis algorithm; Model averaging; Multicomponent analysis; Multivariate regression; NIR spectroscopy; Selection bias

Indexed keywords

BAYESIAN NETWORKS; CHAINS; FORECASTING; INFRARED DEVICES; MARKOV PROCESSES; MONTE CARLO METHODS; MULTIVARIANT ANALYSIS; NEAR INFRARED SPECTROSCOPY; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS; SPECTRUM ANALYSIS;

BAYESIAN; BAYESIAN WAVELENGTH SELECTION; MARKOV CHAIN MONTE CARLO; MARKOV CHAIN MONTE-CARLO; METROPOLIS ALGORITHMS; MODEL AVERAGING; MULTI-COMPONENT ANALYSIS; MULTIVARIATE REGRESSION; NIR SPECTROSCOPY; SELECTION BIAS; WAVELENGTH SELECTION;

ABSORBANCE;

EID: 0001327729     PISSN: 08869383     EISSN: None     Source Type: Journal    
DOI: 10.1002/(SICI)1099-128X(199805/06)12:3<173::AID-CEM505>3.0.CO;2-0     Document Type: Article

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