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Volumn 7553 LNCS, Issue PART 2, 2012, Pages 84-91

Estimating a causal order among groups of variables in linear models

Author keywords

[No Author keywords available]

Indexed keywords

CAUSAL ORDER; CAUSAL RELATIONSHIPS; MACHINE LEARNING COMMUNITIES; RANDOM VECTORS; SMALL SAMPLE SIZE; STATISTICAL DATAS;

EID: 84867683346     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-33266-1_11     Document Type: Conference Paper
Times cited : (12)

References (14)
  • 3
    • 0038517651 scopus 로고    scopus 로고
    • Finding optimal bayesian networks
    • Chickering, D.M., Meek, C.: Finding optimal bayesian networks. In: UAI (2002)
    • (2002) UAI
    • Chickering, D.M.1    Meek, C.2
  • 4
    • 33749326177 scopus 로고    scopus 로고
    • A linear non-gaussian acyclic model for causal discovery
    • Shimizu, S., Hoyer, P.O., Hyvärinen, A., Kerminen, A.J.: A linear non-gaussian acyclic model for causal discovery. JMLR 7, 2003-2030 (2006)
    • (2006) JMLR , vol.7 , pp. 2003-2030
    • Shimizu, S.1    Hoyer, P.O.2    Hyvärinen, A.3    Kerminen, A.J.4
  • 6
    • 84867674525 scopus 로고    scopus 로고
    • Pairwise measures of causal directions in linear non-gaussian acyclic models
    • Hyvärinen, A.: Pairwise measures of causal directions in linear non-gaussian acyclic models. JMLR W.&C.P. 13, 1-16 (2010)
    • (2010) JMLR W.&C.P. , vol.13 , pp. 1-16
    • Hyvärinen, A.1
  • 8
    • 77956505691 scopus 로고    scopus 로고
    • Telling cause from effect based on high-dimensional observations
    • Janzing, D., Hoyer, P.O., Schölkopf, B.: Telling cause from effect based on high-dimensional observations. In: ICML (2010)
    • (2010) ICML
    • Janzing, D.1    Hoyer, P.O.2    Schölkopf, B.3
  • 9
    • 80053141466 scopus 로고    scopus 로고
    • Testing whether linear equations are causal: A free probability theory approach
    • Zscheischler, J., Janzing, D., Zhang, K.: Testing whether linear equations are causal: A free probability theory approach. In: UAI (2011)
    • (2011) UAI
    • Zscheischler, J.1    Janzing, D.2    Zhang, K.3
  • 14
    • 84856360840 scopus 로고    scopus 로고
    • Joint estimation of linear non-gaussian acyclic models
    • Shimizu, S.: Joint estimation of linear non-gaussian acyclic models. Neurocomputing 81, 104-107 (2012)
    • (2012) Neurocomputing , vol.81 , pp. 104107
    • Shimizu, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.