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Volumn 61, Issue 3, 1999, Pages 611-622

Probabilistic principal component analysis

Author keywords

Density estimation; EM algorithm; Gaussian mixtures; Maximum likelihood; Principal component analysis; Probability model

Indexed keywords


EID: 0038959172     PISSN: 13697412     EISSN: None     Source Type: Journal    
DOI: 10.1111/1467-9868.00196     Document Type: Article
Times cited : (3004)

References (17)
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    • Anderson, T.W.1
  • 2
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    • Statistical inference in factor analysis
    • (ed. J. Neyman). Berkeley: University of California Press
    • Anderson, T. W. and Rubin, H. (1956) Statistical inference in factor analysis. In Proc. 3rd Berkeley Symp. Mathematical Statistics and Probability (ed. J. Neyman), vol. V, pp. 111-150. Berkeley: University of California Press.
    • (1956) Proc. 3rd Berkeley Symp. Mathematical Statistics and Probability , vol.5 , pp. 111-150
    • Anderson, T.W.1    Rubin, H.2
  • 5
    • 0032021533 scopus 로고    scopus 로고
    • A hierarchical latent variable model for data visualization
    • Bishop, C. M. and Tipping, M. E. (1998) A hierarchical latent variable model for data visualization. IEEE Trans. Pattn Anal. Mach. Intell., 20, 281-293.
    • (1998) IEEE Trans. Pattn Anal. Mach. Intell. , vol.20 , pp. 281-293
    • Bishop, C.M.1    Tipping, M.E.2
  • 6
    • 0029394557 scopus 로고
    • Optimally adaptive transform coding
    • Dony, R. D. and Haykin, S. (1995) Optimally adaptive transform coding. IEEE Trans. Image Process., 4, 1358-1370.
    • (1995) IEEE Trans. Image Process. , vol.4 , pp. 1358-1370
    • Dony, R.D.1    Haykin, S.2
  • 7
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • Hotelling, H. (1933) Analysis of a complex of statistical variables into principal components. J. Educ. Psychol., 24, 417-441.
    • (1933) J. Educ. Psychol. , vol.24 , pp. 417-441
    • Hotelling, H.1
  • 10
    • 0039239781 scopus 로고
    • A modified method of estimation in factor analysis and some large sample results
    • Lawley, D. N. (1953) A modified method of estimation in factor analysis and some large sample results. Nord. Psykol. Monogr. Ser., 3, 35-42.
    • (1953) Nord. Psykol. Monogr. Ser. , vol.3 , pp. 35-42
    • Lawley, D.N.1
  • 12
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson, K. (1901) On lines and planes of closest fit to systems of points in space. Lond. Edinb. Dub. Phil. Mag. J. Sci., 6th ser., 2, 559-572.
    • (1901) Lond. Edinb. Dub. Phil. Mag. J. Sci., 6th Ser. , vol.2 , pp. 559-572
    • Pearson, K.1
  • 14
    • 34250232348 scopus 로고
    • EM algorithms for ML factor analysis
    • Rubin, D. B. and Thayer, D. T. (1982) EM algorithms for ML factor analysis. Psychometrika, 47, 69-76.
    • (1982) Psychometrika , vol.47 , pp. 69-76
    • Rubin, D.B.1    Thayer, D.T.2
  • 16
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    • On principal components and least square methods of factor analysis
    • Whittle, P. (1952) On principal components and least square methods of factor analysis. Skand. Akt., 36, 223-239.
    • (1952) Skand. Akt. , vol.36 , pp. 223-239
    • Whittle, P.1
  • 17
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    • Maximum likelihood estimation and factor analysis
    • Young, G. (1940) Maximum likelihood estimation and factor analysis. Psychometrika, 6, 49-53.
    • (1940) Psychometrika , vol.6 , pp. 49-53
    • Young, G.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.