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Volumn 5, Issue 2 B, 2011, Pages 1534-1552

Nonparametric Bayesian sparse factor models with application to gene expression modeling

Author keywords

Factor analysis; Indian buffet process; Markov chain monte carlo; Nonparametric bayes; Sparsity

Indexed keywords


EID: 84857233123     PISSN: 19326157     EISSN: 19417330     Source Type: Journal    
DOI: 10.1214/10-AOAS435     Document Type: Article
Times cited : (123)

References (17)
  • 8
    • 84873512955 scopus 로고
    • Technical Report No. 662-73, Sloan School of Management, Univ. Chicago
    • Kaufman, G. M. and Press, S. J. (1973). Bayesian factor analysis. Technical Report No. 662-73, Sloan School of Management, Univ. Chicago.
    • (1973) Bayesian Factor Analysis
    • Kaufman, G.M.1    Press, S.J.2
  • 11
    • 85060489063 scopus 로고    scopus 로고
    • The infinite hierarchical factor regression model
    • MIT Press, Cambridge, MA
    • Rai, P. and Daumé III, H. (2008). The infinite hierarchical factor regression model. In Neural Information Processing Systems. MIT Press, Cambridge, MA.
    • (2008) Neural Information Processing Systems
    • Rai, P.1    Daumé III, H.2
  • 14
    • 70149096300 scopus 로고    scopus 로고
    • A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis
    • Witten, D. M., Tibshirani, R. and Hastie, T. (2009). A penalized matrix decomposition, with applications to sparse principal components and canonical correlation analysis. Biostatistics 10 515-534.
    • (2009) Biostatistics , vol.10 , pp. 515-534
    • Witten, D.M.1    Tibshirani, R.2    Hastie, T.3
  • 17
    • 33745309913 scopus 로고    scopus 로고
    • Sparse principal component analysis
    • Mathematical Reviews (MathSciNet): MR2252527 Digital Object Identifier: doi:10.1198/106186006X113430
    • Zou, H., Hastie, T. and Tibshirani, R. (2004). Sparse principal component analysis. J. Comput. Graph. Statist. 15 2006. Mathematical Reviews (MathSciNet): MR2252527 Digital Object Identifier: doi:10.1198/106186006X113430
    • (2004) J. Comput. Graph. Statist , vol.15 , Issue.2006
    • Zou, H.1    Hastie, T.2    Tibshirani, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.