메뉴 건너뛰기




Volumn 78, Issue 1, 2005, Pages 19-29

Explaining a presence of groups in analytical data in terms of original variables

Author keywords

CART; Exploratory analysis; Kurtosis; MRT; Projection index; Projection Pursuit

Indexed keywords

OLIVE OIL;

EID: 21244493116     PISSN: 01697439     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.chemolab.2004.12.002     Document Type: Article
Times cited : (11)

References (29)
  • 3
    • 0016102310 scopus 로고
    • A projection pursuit for exploratory data analysis
    • J.H. Friedman, and J.W. Tukey A projection pursuit for exploratory data analysis IEEE Trans. Comput. c-23 9 1974 881 890
    • (1974) IEEE Trans. Comput. c-23 , vol.9 , pp. 881-890
    • Friedman, J.H.1    Tukey, J.W.2
  • 5
    • 0033749212 scopus 로고    scopus 로고
    • Classification and regression trees: A powerful yet simple technique for the analysis of complex ecological data
    • G. De'Ath, and K.E. Fabricius Classification and regression trees: a powerful yet simple technique for the analysis of complex ecological data Ecology 81 2000 3178 3192
    • (2000) Ecology , vol.81 , pp. 3178-3192
    • De'Ath, G.1    Fabricius, K.E.2
  • 6
    • 0011153447 scopus 로고    scopus 로고
    • Multivariate regression trees: A new technique for modelling species-environment relationships
    • G. De'Ath Multivariate regression trees: a new technique for modelling species-environment relationships Ecology 83 2002 1105 1117
    • (2002) Ecology , vol.83 , pp. 1105-1117
    • De'Ath, G.1
  • 7
    • 0027167622 scopus 로고
    • Linear discriminant hierarchical clustering: A modeling cross-validable divisive clustering method
    • E. Marengo, and R. Todeschini Linear discriminant hierarchical clustering: a modeling cross-validable divisive clustering method Chemom. Intell. Lab. Syst. 19 1993 43 51
    • (1993) Chemom. Intell. Lab. Syst. , vol.19 , pp. 43-51
    • Marengo, E.1    Todeschini, R.2
  • 8
    • 0000263797 scopus 로고
    • Projection pursuit
    • P.J. Huber Projection pursuit Ann. Stat. 13 1985 435 475
    • (1985) Ann. Stat. , vol.13 , pp. 435-475
    • Huber, P.J.1
  • 9
    • 0026698749 scopus 로고
    • Exploration of multivariate chemical data by projection pursuit
    • D. Glover, and P.K. Hopke Exploration of multivariate chemical data by projection pursuit Chemom. Intell. Lab. Syst. 16 1992 45 59
    • (1992) Chemom. Intell. Lab. Syst. , vol.16 , pp. 45-59
    • Glover, D.1    Hopke, P.K.2
  • 10
    • 0000308754 scopus 로고
    • On a heuristic method of test construction and its use in multivariate analysis
    • S.N. Roy On a heuristic method of test construction and its use in multivariate analysis Ann. Math. Stat. 24 1953 220 238
    • (1953) Ann. Math. Stat. , vol.24 , pp. 220-238
    • Roy, S.N.1
  • 11
    • 0002975747 scopus 로고
    • Toward a practical method which helps uncover the structure of a set of multivariate observations by finding the linear transformation which optimizes a new 'index of condensation'
    • R. Milton J. Nelder Academic Press New York
    • J.B. Kruskal Toward a practical method which helps uncover the structure of a set of multivariate observations by finding the linear transformation which optimizes a new 'index of condensation' R. Milton J. Nelder Statistical Computation 1969 Academic Press New York 427 440
    • (1969) Statistical Computation , pp. 427-440
    • Kruskal, J.B.1
  • 12
    • 0034235934 scopus 로고    scopus 로고
    • Sequential projection pursuit using genetic algorithms for data mining of analytical data
    • Q. Guo, W. Wu, F. Questier, D.L. Massart, C. Boucon, and S. de Jong Sequential projection pursuit using genetic algorithms for data mining of analytical data Anal. Chem. 72 2000 2846 2855
    • (2000) Anal. Chem. , vol.72 , pp. 2846-2855
    • Guo, Q.1    Wu, W.2    Questier, F.3    Massart, D.L.4    Boucon, C.5    De Jong, S.6
  • 13
    • 0002593186 scopus 로고    scopus 로고
    • A fast algorithm for robust principal components based on projection pursuit
    • Physica-Verlag Heidelberg
    • C. Croux, and A. Ruiz-Gazen A fast algorithm for robust principal components based on projection pursuit COMPSTAT: Proceedings in Computational Statistics 1996 Physica-Verlag Heidelberg 211 217
    • (1996) COMPSTAT: Proceedings in Computational Statistics , pp. 211-217
    • Croux, C.1    Ruiz-Gazen, A.2
  • 14
    • 0012705038 scopus 로고
    • Some criteria for projection pursuit
    • G. Eslava, and F.H.C. Marriott Some criteria for projection pursuit Stat. Comput. 4 1994 13 20
    • (1994) Stat. Comput. , vol.4 , pp. 13-20
    • Eslava, G.1    Marriott, F.H.C.2
  • 15
    • 0002599871 scopus 로고
    • What is projection pursuit?
    • M.C. Jones, and R. Sibson What is projection pursuit? (with discussion) J. R. Stat. Soc. 150 1987 1 36
    • (1987) J. R. Stat. Soc. , vol.150 , pp. 1-36
    • Jones, M.C.1    Sibson, R.2
  • 18
    • 0035418979 scopus 로고    scopus 로고
    • Multivariate outlier detection and robust covariance matrix estimation
    • D. Pena, and F. Prieto Multivariate outlier detection and robust covariance matrix estimation Technometrics 43 2001 286 300
    • (2001) Technometrics , vol.43 , pp. 286-300
    • Pena, D.1    Prieto, F.2
  • 19
    • 1542784424 scopus 로고    scopus 로고
    • Cluster identification using projections
    • D. Pena, and F. Prieto Cluster identification using projections J. Am. Stat. Assoc. 96 2001 1433 1445
    • (2001) J. Am. Stat. Assoc. , vol.96 , pp. 1433-1445
    • Pena, D.1    Prieto, F.2
  • 20
    • 0037185465 scopus 로고    scopus 로고
    • A fast method for robust principal components with application to chemometrics
    • M. Hubert, P. Rousseeuw, and S. Verboven A fast method for robust principal components with application to chemometrics Chemom. Intell. Lab. Syst. 60 2002 101 111
    • (2002) Chemom. Intell. Lab. Syst. , vol.60 , pp. 101-111
    • Hubert, M.1    Rousseeuw, P.2    Verboven, S.3
  • 22
    • 0000320167 scopus 로고
    • Eigenvector projection and simplified non-linear mapping of fatty acid content of Italian olive oils
    • M. Forina, and C. Armanino Eigenvector projection and simplified non-linear mapping of fatty acid content of Italian olive oils Ann. Chim. 72 1987 127 141
    • (1987) Ann. Chim. , vol.72 , pp. 127-141
    • Forina, M.1    Armanino, C.2
  • 23
    • 0037407689 scopus 로고    scopus 로고
    • A journey into low-dimensional spaces with autoassociative neural networks
    • M. Daszykowski, B. Walczak, and D.L. Massart A journey into low-dimensional spaces with autoassociative neural networks Talanta 59 2003 1095 1105
    • (2003) Talanta , vol.59 , pp. 1095-1105
    • Daszykowski, M.1    Walczak, B.2    Massart, D.L.3
  • 24
    • 0028246573 scopus 로고
    • Classification of multicomponent analytical data of olive oils using different neural networks
    • J. Zupan, M. Novic, X. Li, and J. Gasteiger Classification of multicomponent analytical data of olive oils using different neural networks Anal. Chim. Acta 292 1994 219 234
    • (1994) Anal. Chim. Acta , vol.292 , pp. 219-234
    • Zupan, J.1    Novic, M.2    Li, X.3    Gasteiger, J.4
  • 25
    • 0003128944 scopus 로고
    • Supervised pattern recognition: The ideal method?
    • M.P. Derde, and D.L. Massart Supervised pattern recognition: the ideal method? Anal. Chim. Acta 191 1986 1 16
    • (1986) Anal. Chim. Acta , vol.191 , pp. 1-16
    • Derde, M.P.1    Massart, D.L.2
  • 27
    • 0000164478 scopus 로고
    • Pattern recognition methods in the prediction of Italian olive oil origin by their fatty acid content
    • M. Forina, and E. Tiscornia Pattern recognition methods in the prediction of Italian olive oil origin by their fatty acid content Ann. Chim. 72 1982 143 155
    • (1982) Ann. Chim. , vol.72 , pp. 143-155
    • Forina, M.1    Tiscornia, E.2
  • 28
    • 21244452476 scopus 로고    scopus 로고
    • ftp://ftp.clarkson.edu/pub/hopkepk/Chemdata/Original/oliveoil.dat.
  • 29
    • 21244464032 scopus 로고    scopus 로고
    • PhD Thesis, James Cook University, Townsville, Australia
    • G. De'Ath, PhD Thesis, James Cook University, Townsville, Australia (1999).
    • (1999)
    • De'Ath, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.