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Volumn 14, Issue 5-6, 2003, Pages 463-472

Variable selection in PCA in sensory descriptive and consumer data

Author keywords

Consumer data; Descriptive sensory data; PCA; Validation; Variable selection

Indexed keywords

ARTICLE; CALCULATION; CALIBRATION; CHEESE; CLUSTER ANALYSIS; CONSUMER; CONTROLLED STUDY; CORRELATION ANALYSIS; FOOD ANALYSIS; HUMAN; HUMAN EXPERIMENT; ICE CREAM; METHODOLOGY; MULTIVARIATE ANALYSIS; NORMAL HUMAN; PRINCIPAL COMPONENT ANALYSIS; RATING SCALE; SCORING SYSTEM; SENSORY ANALYSIS; STUDENT T TEST; VALIDATION PROCESS;

EID: 1542579204     PISSN: 09503293     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0950-3293(03)00015-6     Document Type: Article
Times cited : (62)

References (19)
  • 2
    • 0037185468 scopus 로고    scopus 로고
    • Graphical diagnostics for regression model determinations with consideration of the bias/variance trade-off
    • Green R.L. Kalivas J.H. Graphical diagnostics for regression model determinations with consideration of the bias/variance trade-off Chemometrics and Intelligent Laboratory Systems 60 2002 173-188
    • (2002) Chemometrics and Intelligent Laboratory Systems , vol.60 , pp. 173-188
    • Green, R.L.1    Kalivas, J.H.2
  • 7
    • 1542477762 scopus 로고    scopus 로고
    • Improved jackknife variance estimates of bilinear model parameters
    • (in preparation) (in preparation)
    • Høy, M., Westad, F., - Martens, H. (in preparation) Improved jackknife variance estimates of bilinear model parameters. Journal of Chemometrics (in preparation).
    • Journal of Chemometrics
    • Høy, M.1    Westad, F.2    Martens, H.3
  • 8
    • 0002457803 scopus 로고
    • Selection of variables to preserve multivariate data structure, using principal components
    • Krzanowski W.J. Selection of variables to preserve multivariate data structure, using principal components Applied Statistics 36 1987 22-33
    • (1987) Applied Statistics , vol.36 , pp. 22-33
    • Krzanowski, W.J.1
  • 9
    • 0004130629 scopus 로고    scopus 로고
    • Sensory evaluation of food. Principles and practices
    • New York: Chapman - Hall
    • Lawless H. Heymann H. Sensory evaluation of food. Principles and practices 1998 Chapman - Hall New York
    • (1998)
    • Lawless, H.1    Heymann, H.2
  • 12
    • 0033636234 scopus 로고    scopus 로고
    • Modified Jack-knife estimation of parameter uncertainty in bilinear modelling (PLSR)
    • Martens H. Martens M. Modified Jack-knife estimation of parameter uncertainty in bilinear modelling (PLSR) Food Quality and Preference 11 2000 6-15
    • (2000) Food Quality and Preference , vol.11 , pp. 6-15
    • Martens, H.1    Martens, M.2
  • 14
    • 21844498053 scopus 로고
    • Application of the parametric bootstrap to models that incorporate a singular-value decomposition
    • Milan L. Whittaker J. Application of the parametric bootstrap to models that incorporate a singular-value decomposition Applied Statistics 44 1995 31-49
    • (1995) Applied Statistics , vol.44 , pp. 31-49
    • Milan, L.1    Whittaker, J.2
  • 15
    • 0031319945 scopus 로고    scopus 로고
    • Sensory profile description of mozzarella cheese ant its relationship with consumer preference
    • Pagliarini E. Montelleone E. Wakeling I. Sensory profile description of mozzarella cheese ant its relationship with consumer preference Journal of Sensory Studies 12 1997 285-301
    • (1997) Journal of Sensory Studies , vol.12 , pp. 285-301
    • Pagliarini, E.1    Montelleone, E.2    Wakeling, I.3
  • 16
    • 0002702553 scopus 로고    scopus 로고
    • Selection of spanning variables in PCA
    • S. Rännar (Ed.). (PhD thesis). Sweden: Department of Organic Chemistry, Umeå University
    • Rännar, S., Wold, S., - Russell, E. (1996). Selection of spanning variables in PCA, In S. Rännar (Ed.). Many variables in multivariate projection methods. (PhD thesis). Sweden: Department of Organic Chemistry, Umeå University.
    • (1996) Many Variables in Multivariate Projection Methods
    • Rännar, S.1    Wold, S.2    Russell, E.3
  • 17
    • 0142102591 scopus 로고    scopus 로고
    • Cross validation and uncertainty estimates in independent component analysis
    • (submitted for publication)
    • Westad, F., - Kermit, M. Cross validation and uncertainty estimates in independent component analysis. Analytica Chimica Acta (submitted for publication).
    • Analytica Chimica Acta
    • Westad, F.1    Kermit, M.2
  • 18
    • 0034398904 scopus 로고    scopus 로고
    • Variable selection in NIR based on significance testing in partial least squares regression (PLSR)
    • Westad F. Martens H. Variable selection in NIR based on significance testing in partial least squares regression (PLSR) Journal of Near-Infrared Spectroscopy 8 2000 117-124
    • (2000) Journal of Near-Infrared Spectroscopy , vol.8 , pp. 117-124
    • Westad, F.1    Martens, H.2
  • 19
    • 84951601886 scopus 로고
    • Cross-validatory estimation of the number of components in factor analysis and principal component models
    • Wold S. Cross-validatory estimation of the number of components in factor analysis and principal component models Technometrics 20 1978 397-406
    • (1978) Technometrics , vol.20 , pp. 397-406
    • Wold, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.