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Volumn 64, Issue 2, 2013, Pages 423-448

A comparison of three Occam's razors for Markovian causal models

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EID: 84877770879     PISSN: 00070882     EISSN: 14643537     Source Type: Journal    
DOI: 10.1093/bjps/axs005     Document Type: Article
Times cited : (37)

References (26)
  • 1
    • 0039289571 scopus 로고    scopus 로고
    • What is wrong with bayes nets
    • Cartwright, N. [2001]. What is Wrong with Bayes Nets? The Monist, 84, pp. 242-64
    • (2001) Monist , vol.84 , pp. 242-264
    • Cartwright, N.1
  • 2
    • 0042967741 scopus 로고    scopus 로고
    • Optimal structure identification with greedy search
    • Chickering, D. M. [2002]. Optimal Structure Identification with Greedy Search. Journal of Machine Learning Research, 3, pp. 507-54
    • (2002) Journal of Machine Learning Research , vol.3 , pp. 507-554
    • Chickering, D.M.1
  • 3
    • 0011725472 scopus 로고    scopus 로고
    • An overview of the representation and discovery of causal relationships using bayesian networks
    • in C. Glymour and G. F. Cooper (eds), Cambridge, MA: MIT Press
    • Cooper, G. F. [1999]. An Overview of the Representation and Discovery of Causal Relationships Using Bayesian Networks. in C. Glymour and G. F. Cooper (eds), Computation, Causation, and Discovery, Cambridge, MA: MIT Press, pp. 3-62
    • (1999) Computation, Causation, and Discovery , pp. 3-62
    • Cooper, G.F.1
  • 6
    • 0041458765 scopus 로고
    • Two notes on the probabilistic approach to causality
    • Hesslow, G. [1976]. Two Notes on the Probabilistic Approach to Causality. Philosophy of Science, 43, pp. 290-2
    • (1976) Philosophy of Science , vol.43 , pp. 290-292
    • Hesslow, G.1
  • 7
    • 84884653892 scopus 로고    scopus 로고
    • Probabilistic causation
    • in E. Zalta (ed.) plato.stanford.edu/entries/causation-probabilistic/
    • Hitchcock, C. [2010]. Probabilistic Causation. in E. Zalta (ed.), Stanford Encyclopedia of Philosophy, . plato.stanford.edu/entries/causation- probabilistic/
    • (2010) Stanford Encyclopedia of Philosophy
    • Hitchcock, C.1
  • 11
    • 84874077513 scopus 로고    scopus 로고
    • Causality: Models
    • Cambridge, UK: Cambridge University Press
    • Pearl, J. [2009]: Causality: Models, Reasoning, and Inference, Cambridge, UK: Cambridge University Press
    • (2009) Reasoning, and Inference
    • Pearl, J.1
  • 12
    • 80053209343 scopus 로고    scopus 로고
    • Adjacency-faithfulness and conservative causal inference
    • in R. Dechter and T. S. Richardson (eds), Corvallis, Oregon: AUAI Press, pp.
    • Ramsey, J., Spirtes, P. and Zhang, J. [2006]. Adjacency-Faithfulness and Conservative Causal Inference. in R. Dechter and T. S. Richardson (eds), in Proceedings of 22nd Conference on Uncertainty in Artificial Intelligence, Corvallis, Oregon: AUAI Press, pp. 401-8
    • (2006) Proceedings of 22nd Conference on Uncertainty in Artificial Intelligence , pp. 401-408
    • Ramsey, J.1    Spirtes, P.2    Zhang, J.3
  • 13
    • 0036392228 scopus 로고    scopus 로고
    • Ancestral markov graphical models
    • Richardson, T. and Spirtes, P. [2002]. Ancestral Markov Graphical Models. Annals of Statistics, 30, pp. 962-1030
    • (2002) Annals of Statistics , vol.30 , pp. 962-1030
    • Richardson, T.1    Spirtes, P.2
  • 15
    • 0042112503 scopus 로고    scopus 로고
    • An algorithm for causal inference in the presence of latent variables and selection bias
    • in C. Glymour and G. F. Cooper (eds), Cambridge, MA: MIT Press
    • Spirtes, P., Meek, C. and Richardson, T. [1999]. An Algorithm for Causal Inference in the Presence of Latent Variables and Selection Bias. in C. Glymour and G. F. Cooper (eds), Computation, Causation, and Discovery, Cambridge, MA: MIT Press, pp. 211-52.
    • (1999) Computation, Causation, and Discovery , pp. 211-252
    • Spirtes, P.1    Meek, C.2    Richardson, T.3
  • 17
    • 0041027690 scopus 로고
    • Stochastic independence, causal independence, and shieldability
    • Spohn, W. [1980]. Stochastic Independence, Causal Independence, and Shieldability. Journal of Philosophical Logic, 9, pp. 73-99
    • (1980) Journal of Philosophical Logic , vol.9 , pp. 73-99
    • Spohn, W.1
  • 18
    • 0041692099 scopus 로고
    • On the properties of conditional independence
    • in P. Humphreys (ed.) Dordrecht, The Netherlands: Kluwer
    • Spohn, W. [1994]. On the Properties of Conditional Independence. in P. Humphreys (ed.), Patrick Suppes: Scientific Philosopher, Volume 1, Dordrecht, The Netherlands: Kluwer, pp. 173-94
    • (1994) Patrick Suppes: Scientific Philosopher , vol.1 , pp. 173-194
    • Spohn, W.1
  • 19
    • 58049210197 scopus 로고    scopus 로고
    • Bayesian nets are all there is to causal dependence
    • in M. C. Galavotti, P. Suppes and D. Costatini (eds), Stanford, CA: CSLI Publications, pp.
    • Spohn, W. [2001]. Bayesian Nets are all there is to Causal Dependence. in M. C. Galavotti, P. Suppes and D. Costatini (eds), Stochastic Dependence and Causality, Stanford, CA: CSLI Publications, pp. 157-72
    • (2001) Stochastic Dependence and Causality , pp. 157-172
    • Spohn, W.1
  • 20
    • 33751196788 scopus 로고    scopus 로고
    • Homogeneity, selection, and the faithfulness condition
    • Steel, D. [2006]. Homogeneity, Selection, and the Faithfulness Condition. Minds and Machines, 16, pp. 303-17
    • (2006) Minds and Machines , vol.16 , pp. 303-317
    • Steel, D.1
  • 21
    • 0002095306 scopus 로고
    • Equivalence and Synthesis of Causal Models
    • in P. Bonissone, M. Henrion, L. Kanal and J. Lemmer (eds), New York: Lsevier Science
    • Verma, T. and Pearl, J. [1990]. Equivalence and Synthesis of Causal Models. in P. Bonissone, M. Henrion, L. Kanal and J. Lemmer (eds), in Proceedings of 6th Conference on Uncertainty in Artificial Intelligence, New York: Lsevier Science, pp. 220-7
    • (1990) Proceedings of 6th Conference on Uncertainty in Artificial Intelligence , pp. 220-227
    • Verma, T.1    Pearl, J.2
  • 22
    • 0032369907 scopus 로고    scopus 로고
    • Causal independence and faithfulness
    • Woodward, J. [1998]. Causal Independence and Faithfulness. Multivariate Behavioral Research, 33, pp. 129-48
    • (1998) Multivariate Behavioral Research , vol.33 , pp. 129-148
    • Woodward, J.1
  • 24
    • 52949097616 scopus 로고    scopus 로고
    • On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
    • Zhang, J. [2008]. On the Completeness of Orientation Rules for Causal Discovery in the Presence of Latent Confounders and Selection Bias. Artificial Intelligence, 172, pp. 1873-96
    • (2008) Artificial Intelligence , vol.172 , pp. 1873-1896
    • Zhang, J.1
  • 25
    • 44349095903 scopus 로고    scopus 로고
    • Detection of unfaithfulness and robust causal inference
    • Zhang, J. and Spirtes, P. [2008]. Detection of Unfaithfulness and Robust Causal Inference. Minds and Machines, 18, pp. 239-71
    • (2008) Minds and Machines , vol.18 , pp. 239-271
    • Zhang, J.1    Spirtes, P.2
  • 26
    • 80052264279 scopus 로고    scopus 로고
    • Intervention, determinism, and the causal minimality condition
    • Zhang, J. and Spirtes, P. [2011]. Intervention, Determinism, and the Causal Minimality Condition. Synthese, 182, pp. 335-47
    • (2011) Synthese , vol.182 , pp. 335-347
    • Zhang, J.1    Spirtes, P.2


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