메뉴 건너뛰기




Volumn 6, Issue 1, 2001, Pages 62-79

Variable selection and the interpretation of principal subspaces

Author keywords

Loadings; Multiple regression; Principal components; Reification; Stepwise selection

Indexed keywords


EID: 0003205269     PISSN: 10857117     EISSN: None     Source Type: Journal    
DOI: 10.1198/108571101300325256     Document Type: Article
Times cited : (75)

References (28)
  • 2
    • 0031395801 scopus 로고    scopus 로고
    • Regionalization of precipitation in Switzerland by means of principal component analysis
    • Baeriswyl, P. A., and Rebetez, M. (1997), "Regionalization of Precipitation in Switzerland by Means of Principal Component Analysis," Theoretical and Applied Climatology, 58, 31-41.
    • (1997) Theoretical and Applied Climatology , vol.58 , pp. 31-41
    • Baeriswyl, P.A.1    Rebetez, M.2
  • 4
    • 0001247848 scopus 로고
    • Loadings and correlations in the interpretation of principal components
    • Cadima, J., and Jolliffe, I. T. (1995), "Loadings and Correlations in the Interpretation of Principal Components," Journal of Applied Statistics, 22, 203-214.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 203-214
    • Cadima, J.1    Jolliffe, I.T.2
  • 6
    • 84988076006 scopus 로고
    • Un critére de choix de variables en analyse en composants principales fondé sur des modèles graphiques gaussiens particuliers
    • Falguerolles, A., and Jmel, S. (1993), "Un Critére de Choix de Variables en Analyse en Composants Principales Fondé sur des Modèles Graphiques Gaussiens Particuliers," The Canadian Journal of Statistics, 21, 239-256.
    • (1993) The Canadian Journal of Statistics , vol.21 , pp. 239-256
    • Falguerolles, A.1    Jmel, S.2
  • 7
    • 0031740867 scopus 로고    scopus 로고
    • The use of Principal Component Analysis (PCA) for pattern recognition in Eucalyptus grandis wood biodegradation experiments
    • Ferraz, A., Esposito, E., Bruns, R. E., and Duran, N. (1998), "The Use of Principal Component Analysis (PCA) for Pattern Recognition in Eucalyptus grandis Wood Biodegradation Experiments," World Journal of Microbiology and Biotechnology, 14, 487-490.
    • (1998) World Journal of Microbiology and Biotechnology , vol.14 , pp. 487-490
    • Ferraz, A.1    Esposito, E.2    Bruns, R.E.3    Duran, N.4
  • 9
    • 0041287972 scopus 로고
    • Selecting the best subset of variables in principal component analysis
    • K. Momirovic and V. Mildner, Heidelberg: Physica-Verlag
    • Gonzalez, P. L., Evry, R., Cléroux, R., and Rioux, B. (1990), "Selecting the Best Subset of Variables in Principal Component Analysis," in Compstat 1990, eds. K. Momirovic and V. Mildner, Heidelberg: Physica-Verlag, pp. 115-120.
    • (1990) Compstat 1990 , pp. 115-120
    • Gonzalez, P.L.1    Evry, R.2    Cléroux, R.3    Rioux, B.4
  • 10
    • 0000118166 scopus 로고
    • Two case studies in the application of principal component analysis
    • Jeffers, J. N. R. (1967), "Two Case Studies in the Application of Principal Component Analysis," Applied Statistics, 16, 225-236.
    • (1967) Applied Statistics , vol.16 , pp. 225-236
    • Jeffers, J.N.R.1
  • 11
    • 0000687996 scopus 로고
    • The multivariate generalisation of the allometry equation
    • Jolicoeur, P. (1963), "The Multivariate Generalisation of the Allometry Equation," Biometrics, 19, 497-499.
    • (1963) Biometrics , vol.19 , pp. 497-499
    • Jolicoeur, P.1
  • 12
    • 0000146283 scopus 로고
    • Discarding variables in a principal component analysis, I: Artificial data
    • Jolliffe, I. T. (1972), "Discarding Variables in a Principal Component Analysis, I: Artificial Data," Applied Statistics, 21, 160-173.
    • (1972) Applied Statistics , vol.21 , pp. 160-173
    • Jolliffe, I.T.1
  • 13
    • 0002008085 scopus 로고
    • Discarding variables in a principal component analysis, II: Real data
    • Jolliffe, I. T. (1973), "Discarding Variables in a Principal Component Analysis, II: Real Data," Applied Statistics, 22, 21-31.
    • (1973) Applied Statistics , vol.22 , pp. 21-31
    • Jolliffe, I.T.1
  • 15
    • 0041788515 scopus 로고
    • Letter to the editors
    • Jolliffe, I. T. (1987), "Letter to the Editors," Applied Statistics, 36, 373-374.
    • (1987) Applied Statistics , vol.36 , pp. 373-374
    • Jolliffe, I.T.1
  • 16
    • 0000281948 scopus 로고
    • Rotation of III-defined principal components
    • Jolliffe, I. T. (1989), "Rotation of III-Defined Principal Components," Applied Statistics, 38, 139-147.
    • (1989) Applied Statistics , vol.38 , pp. 139-147
    • Jolliffe, I.T.1
  • 17
    • 0002457803 scopus 로고
    • Selection of variables to preserve multivariate data structure using principal components
    • Krzanowski, W. J. (1987), "Selection of Variables to Preserve Multivariate Data Structure Using Principal Components," Applied Statistics, 36, 22-33.
    • (1987) Applied Statistics , vol.36 , pp. 22-33
    • Krzanowski, W.J.1
  • 19
    • 0021427712 scopus 로고
    • Principal variables
    • McCabe, G. P. (1984), "Principal Variables," Technometrics, 26, 137-144.
    • (1984) Technometrics , vol.26 , pp. 137-144
    • McCabe, G.P.1
  • 25
    • 0001475340 scopus 로고
    • Allometry, isometry and shape in principal component analysis
    • Somers, K. M. (1986), "Allometry, Isometry and Shape in Principal Component Analysis," Systematic Zoology, 38, 169-173.
    • (1986) Systematic Zoology , vol.38 , pp. 169-173
    • Somers, K.M.1
  • 26
    • 0030512320 scopus 로고    scopus 로고
    • Principal component analysis and large-scale correlations in non-coding sequences of human DNA
    • Teitelman, M., and Eeckman, F. H. (1996), "Principal Component Analysis and Large-Scale Correlations in Non-Coding Sequences of Human DNA," Journal of Computational Biology, 3, 573-576.
    • (1996) Journal of Computational Biology , vol.3 , pp. 573-576
    • Teitelman, M.1    Eeckman, F.H.2
  • 27
    • 0030268150 scopus 로고    scopus 로고
    • Application of principal component analysis to the study of microbial populations in refrigerated raw milk from farms
    • Villar, A., Garcia, J. A., Iglesias, L., Garcia, M. L., and Otero, A. (1996), "Application of Principal Component Analysis to the Study of Microbial Populations in Refrigerated Raw Milk From Farms," International Dairy Journal, 6, 937-945.
    • (1996) International Dairy Journal , vol.6 , pp. 937-945
    • Villar, A.1    Garcia, J.A.2    Iglesias, L.3    Garcia, M.L.4    Otero, A.5
  • 28
    • 0032077783 scopus 로고    scopus 로고
    • Effective dimensionality of environmental indicators: A principal component analysis with bootstrap confidence intervals
    • Yu, C. C., Quinn, J. T., Dufournaud, C. M., Harrington, J. J., Rogers, P. P., and Lohani, B. N. (1998), "Effective Dimensionality of Environmental Indicators: A Principal Component Analysis With Bootstrap Confidence Intervals," Journal of Environmental Management, 53, 101-119.
    • (1998) Journal of Environmental Management , vol.53 , pp. 101-119
    • Yu, C.C.1    Quinn, J.T.2    Dufournaud, C.M.3    Harrington, J.J.4    Rogers, P.P.5    Lohani, B.N.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.