Publications

    Causal Reasoning

  • J. McCoy, T. D. Ullman, A. Stuhlmueller, T. Gerstenberg, J. B. Tenenbaum:
    Why blame Bob? Probabilistic generative models, counterfactual reasoning, and blame attribution (pdf) (bibtex)
    Proceedings of the Thirty-Fourth Annual Conference of the Cognitive Science Society
    #counterfactuals, #blame attribution, #probabilistic models, #causal reasoning
    @article{J.McCoy:2012:73e9e,
    author = {J. McCoy and T. D. Ullman and A. Stuhlmueller and T. Gerstenberg and J. B. Tenenbaum},
    journal = {Proceedings of the Thirty-Fourth Annual Conference of the Cognitive Science Society},
    title = {Why blame Bob? Probabilistic generative models, counterfactual reasoning, and blame attribution},
    year = {2012},
    keywords = {counterfactuals, blame attribution, probabilistic models, causal reasoning},
    doi = {},
    url = {http://www.mit.edu/~ast/papers/blame-cogsci2012.pdf}
    }
  • B. Meder, T. Gerstenberg, Y. Hagmayer, M. Waldmann:
    Observing and intervening: Rational and heuristic models of causal decision making (pdf) (bibtex)
    The Open Psychology Journal
    #causal reasoning, #causal decision making, #bayesian networks, #rational inference, #bounded rationality, #heuristics, # computer simulation
    @article{B.Meder:2010:812bb,
    author = {B. Meder and T. Gerstenberg and Y. Hagmayer and M. Waldmann},
    journal = {The Open Psychology Journal},
    title = {Observing and intervening: Rational and heuristic models of causal decision making},
    year = {2010},
    keywords = {causal reasoning, causal decision making, bayesian networks, rational inference, bounded rationality, heuristics, computer simulation},
    doi = {},
    url = {http://web.mit.edu/tger/www/papers/Observing%20and%20Intervening%20(Meder,%20Gerstenberg,%20Hagmayer,%20Waldmann,%202010).pdf}
    }
  • T. Gerstenberg, D.A. Lagnado:
    When contributions make a difference: Explaining order effects in responsibility attributions (pdf) (bibtex)
    Psychonomic Bulletin & Review
    #responsibility attribution, #order effect, #counterfactuals, #causal chain, #causal reasoning, #judgment and decision making, #social cognition
    @article{T.Gerstenberg:2012:ae79a,
    author = {T. Gerstenberg and D.A. Lagnado},
    journal = {Psychonomic Bulletin & Review},
    title = {When contributions make a difference: Explaining order effects in responsibility attributions},
    year = {2012},
    keywords = {responsibility attribution, order effect, counterfactuals, causal chain, causal reasoning, judgment and decision making, social cognition},
    doi = {},
    url = {http://web.mit.edu/tger/www/papers/When%20contributions%20make%20a%20difference%20(gerstenberg,%20lagnado,%202012).pdf}
    }
  • David A. Lagnado, Tobias Gerstenberg:
    Causation in legal and moral reasoning (pdf) (bibtex)
    Oxford Handbook of Causal Reasoning
    #causal reasoning, #moral reasoning, #counterfactuals
    @article{DavidA.Lagnado:2017:4f10c,
    author = {David A. Lagnado and Tobias Gerstenberg},
    journal = {Oxford Handbook of Causal Reasoning},
    title = {Causation in legal and moral reasoning},
    year = {2017},
    keywords = {causal reasoning, moral reasoning, counterfactuals},
    doi = {},
    url = {http://web.mit.edu/tger/www/papers/Causation%20in%20legal%20and%20moral%20reasoning,%20Lagnado,%20Gerstenberg,%202017.pdf}
    }

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