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Volumn 12, Issue 3, 2003, Pages 531-547

A Modified Principal Component Technique Based on the LASSO

Author keywords

Interpretation; Principal component analysis; Simplification

Indexed keywords


EID: 0141941674     PISSN: 10618600     EISSN: None     Source Type: Journal    
DOI: 10.1198/1061860032148     Document Type: Article
Times cited : (705)

References (23)
  • 1
    • 84874257732 scopus 로고
    • Better Subset Regression Using the Nonnegative Garotte
    • Brelman, L. (1995), "Better Subset Regression Using the Nonnegative Garotte," Technometrics, 37, 373-384.
    • (1995) Technometrics , vol.37 , pp. 373-384
    • Brelman, L.1
  • 2
    • 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
    • 43949152886 scopus 로고
    • Global Optimizations of Statistical Functions with Simulated Annealing
    • Goffe, W. L., Ferrier, G. D., and Rogers, J. (1994), "Global Optimizations of Statistical Functions with Simulated Annealing," Journal of Econometrics, 60, 65-99.
    • (1994) Journal of Econometrics , vol.60 , pp. 65-99
    • Goffe, W.L.1    Ferrier, G.D.2    Rogers, J.3
  • 7
    • 0001923282 scopus 로고
    • Constrained Multivariate Analysis
    • eds. S. H. Zanckis and J. S. Rustagi, Amsterdam: North Holland
    • Hausman, R. (1982), "Constrained Multivariate Analysis," in Optimization in Statistics, eds. S. H. Zanckis and J. S. Rustagi, Amsterdam: North Holland, pp. 137-151.
    • (1982) Optimization in Statistics , pp. 137-151
    • Hausman, R.1
  • 9
    • 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
  • 10
    • 0000281948 scopus 로고
    • Rotation of Ill-Defined Principal Components
    • Jolliffe, I. T. (1989), "Rotation of Ill-Defined Principal Components," Applied Statistics, 38, 139-147.
    • (1989) Applied Statistics , vol.38 , pp. 139-147
    • Jolliffe, I.T.1
  • 11
    • 0002226018 scopus 로고
    • Rotation of Principal Components: Choice of Normalization Constraints
    • _ (1995), "Rotation of Principal Components: Choice of Normalization Constraints," Journal of Applied Statistics, 22, 29-35.
    • (1995) Journal of Applied Statistics , vol.22 , pp. 29-35
  • 13
    • 23044521947 scopus 로고    scopus 로고
    • The Simplified Component Technique - An Alternative to Rotated Principal Components
    • Jolliffe, I. T., and Uddin, M. (2000), "The Simplified Component Technique - An Alternative to Rotated Principal Components," Journal of Computational and Graphical Statistics, 9, 689-710.
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , pp. 689-710
    • Jolliffe, I.T.1    Uddin, M.2
  • 14
    • 0036328333 scopus 로고    scopus 로고
    • Simplified EOFs - Three Alternatives to Rotation
    • Jolliffe I. T., Uddin, M., and Vines, S. K. (2002), "Simplified EOFs - Three Alternatives to Rotation," Climate Research, 20, 271-279.
    • (2002) Climate Research , vol.20 , pp. 271-279
    • Jolliffe, I.T.1    Uddin, M.2    Vines, S.K.3
  • 17
    • 0004151142 scopus 로고
    • Interpretable Projection Pursuit
    • Department of Statistics, Stanford University
    • Morton, S. C. (1989), "Interpretable Projection Pursuit," Technical Report 106, Department of Statistics, Stanford University.
    • (1989) Technical Report , vol.106
    • Morton, S.C.1
  • 18
    • 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
  • 20
    • 0030683126 scopus 로고    scopus 로고
    • Principal Component Analysis Based on a Subset of Variables: Variable Selection and Sensitivity Analysis
    • Tanaka, Y., and Mori, Y. (1997), "Principal Component Analysis Based on a Subset of Variables: Variable Selection and Sensitivity Analysis," American Journal of Mathematical and Management Sciences, 17, 61-89.
    • (1997) American Journal of Mathematical and Management Sciences , vol.17 , pp. 61-89
    • Tanaka, Y.1    Mori, Y.2
  • 23
    • 0034354646 scopus 로고    scopus 로고
    • Simple Principal Components
    • Vines, S. K. (2000), "Simple Principal Components," Applied Statistics, 49, 441-451.
    • (2000) Applied Statistics , vol.49 , pp. 441-451
    • Vines, S.K.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.