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Volumn , Issue , 2011, Pages 839-848

Testing whether linear equations are causal: A free probability theory approach

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE;

EID: 80053141466     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (36)

References (18)
  • 3
    • 53849086824 scopus 로고    scopus 로고
    • Sure independence screening for ultrahigh dimensional feature space
    • J. Fan and J. Lv. Sure independence screening for ultrahigh dimensional feature space. Journal of Royal Statistical Society, 70:849-911, 2008.
    • (2008) Journal of Royal Statistical Society , vol.70 , pp. 849-911
    • Fan, J.1    Lv, J.2
  • 4
    • 0003308636 scopus 로고    scopus 로고
    • Gaussian process networks
    • N. Friedman and I. Nachman. Gaussian process networks. In UAI, 2000.
    • (2000) UAI
    • Friedman, N.1    Nachman, I.2
  • 6
    • 77956667205 scopus 로고    scopus 로고
    • Causal inference using the algorithmic Markov condition
    • D. Janzing and B. Schölkopf. Causal inference using the algorithmic Markov condition. IEEE Transactions on Information Theory, 56(10):5168-5194, 2010.
    • (2010) IEEE Transactions on Information Theory , vol.56 , Issue.10 , pp. 5168-5194
    • Janzing, D.1    Schölkopf, B.2
  • 7
    • 77956505691 scopus 로고    scopus 로고
    • Telling cause from effect based on high-dimensional observations
    • D. Janzing, P. O. Hoyer, and B. Schölkopf. Telling cause from effect based on high-dimensional observations. In Proceedings of ICML, 2010.
    • (2010) Proceedings of ICML
    • Janzing, D.1    Hoyer, P.O.2    Schölkopf, B.3
  • 8
    • 0029768948 scopus 로고    scopus 로고
    • The NCEP/NCAR 40-year reanalysis project
    • Data was taken
    • E. Kalnay et al. The NCEP/NCAR 40-year reanalysis project. Bulletin of the American Meteorological Society, (77):437-470, 1996. Data was taken from http://www.esrl.noaa.gov/psd.
    • (1996) Bulletin of the American Meteorological Society , vol.77 , pp. 437-470
    • Kalnay, E.1
  • 11
    • 85162053450 scopus 로고    scopus 로고
    • Probabilistic latent variable models for distinguishing between cause and effect
    • J. Mooij, O. Stegle, D. Janzing, and B. Schölkopf. Probabilistic latent variable models for distinguishing between cause and effect. In Proceedings of NIPS, 2009.
    • (2009) Proceedings of NIPS
    • Mooij, J.1    Stegle, O.2    Janzing, D.3    Schölkopf, B.4
  • 12
    • 0004213845 scopus 로고    scopus 로고
    • Cambridge University Press
    • J. Pearl. Causality. Cambridge University Press, 2000.
    • (2000) Causality
    • Pearl, J.1
  • 13
    • 0002058515 scopus 로고    scopus 로고
    • Free probability theory and non-crossing partitions
    • 38 pages
    • R. Speicher. Free probability theory and non-crossing partitions. Séminaire Lotharingien de Combinatoire, 39:38 pages, 1997.
    • (1997) Séminaire Lotharingien de Combinatoire , vol.39
    • Speicher, R.1
  • 15
    • 0000485973 scopus 로고
    • The efficient generation of random orthogonal matrices with an application to condition estimators
    • G. W. Stewart. The efficient generation of random orthogonal matrices with an application to condition estimators. SIAM Journal on Numerical Analysis, 17(3):403-409, 1980.
    • (1980) SIAM Journal on Numerical Analysis , vol.17 , Issue.3 , pp. 403-409
    • Stewart, G.W.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.