PODCAST
Concrete Causation
by Roland Pöllinger
In his study of causation J. L. Mackie once referred back to David Hume, who listed causation among one of the principles that are TO US THE CEMENT OF THE UNIVERSE and thus OF VAST CONSEQUENCE IN THE SCIENCE OF HUMAN NATURE (David Hume, AN ABSTRACT OF A “TREATISE OF HUMAN NATURE”). Yet for example the early endeavours of the developers of the Structural Equation Modelling (SEM) framework, which aimed at embedding causal meaning into the formal treatment, seem to be neglected, and David Lewis' counterfactual analysis of causation based on his possible worlds semantics does not come very handy for application. As Judea Pearl summarises: WE ARE WITNESSING ONE OF THE MOST BIZARRE CIRCLES IN THE HISTORY OF SCIENCE: CAUSALITY IN SEARCH OF A LANGUAGE AND, SIMULTANEOUSLY, THE LANGUAGE OF CAUSALITY IN SEARCH OF ITS MEANING (Judea Pearl, CAUSALITY, 2000). Borrowing mathematical rigour from statistics, one of the most prominent areas of causal modelling today sounds out the interaction of probabi
Episodes
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Probabilistic Causal Inference from Heterogeneous Evidence
Roland Poellinger (MCMP/LMU) gives a talk at the workshop on "Mechanisms in Medicine" (3-5 July, 2017) titled "Probabilistic Causal Inference from Heterogeneous Evidence" (based on joint work with Barbara Osimani and Jürgen Landes). Abstract: Current methods for the purpose of causal inference…
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Unifying Causal and Non-Causal Knowledge
Michael Strevens (NYU) meets Roland Poellinger (MCMP/LMU) in a joint session on "Unifying Causal and Non-Causal Knowledge" at the MCMP workshop "Bridges 2014" (2 and 3 Sept, 2014, German House, New York City). The 2-day trans-continental meeting in mathematical philosophy focused on...
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The Mind-Brain Entanglement
Roland Poellinger (MCMP/LMU) gives a talk at the MCMP Colloquium (14 May, 2014) titled "The Mind-Brain Entanglement". Abstract: Listing "The Nonreductivist’s Troubles with Mental Causation" (1993) Jaegwon Kim suggested that the only remaining alternatives are the eliminativist’s standpoint or…
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Disentangling Nets for Causal Inference
As part of the MCMP group presentation at the DGPhil XXII Workshop on Mathematical Philosophy Roland Poellinger (Munich Center for Mathematical Philosophy/LMU Munich) gives a mini presentation titled "Disentangling Nets for Causal Inference", in which he motivates an extension of standard Bayes…
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Computing Non-Causal Knowledge for Causal Reasoning
Roland Poellinger (Munich Center for Mathematical Philosophy/LMU Munich) gives a talk at the MCMP Workshop on Computational Metaphysics titled "Computing Non-Causal Knowledge for Causal Reasoning". Abstract: We use logical and mathematical knowledge to generate causal claims. Inter-definitions or...
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Modelling Experimental Interventions: Results and Challenges
In this talk at the LMU workshop "Concrete Causation" (9 July, 2010) Jan-Willem Romeijn (Groningen) discusses probabilistic models of experimental intervention, and shows that such models elucidate the intuition that observations following intervention are more informative than observations per…
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Graphs as Models of Interventions
In this talk Roland Poellinger (Munich) gives an outline of Judea Pearl's deterministic approach towards causation (workshop "Concrete Causation", 9 July, 2010). The title of the talk is taken from the programmatic section 2.2 of Pearl's paper "Causal Diagrams for Empirical Research" (Biometrika,...
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Causation in Physics
In this talk Mathias Frisch (University of Maryland and Humboldt scholar at LMU Munich) critically examines a range of general arguments for the view that causal notions have an important place in the special sciences and discusses a case of causal modeling in physics - linear response theory...
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Welcome Address (Audio Excerpt)
Professor C. Ulises Moulines (LMU Munich, Seminar for Philosophy, Logic and Philosophy of Science) opens the LMU workshop "Concrete Causation" (9 July, 2010) with his Welcome Address to an audience of various disciplines; this is an audio excerpt - download the full welcome address as a PDF from...
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The Causal Chain Problem
In this talk at the LMU workshop "Concrete Causation" (9 July, 2010) Michael Baumgartner (Konstanz) discusses "The Causal Chain Problem"
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Causality and Observational Equivalence of Deterministic and Indeterministic Descriptions
Charlotte Werndl (Oxford) presents her results on "Causality and Observational Equivalence of Deterministic and Indeterministic Descriptions" (workshoo "Concrete Causation", 9 July 2010).
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A Ranking-theoretic Account of Causation
Professor Wolfgang Spohn (Konstanz) presents his ranking-theoretic account of causation as keynote speaker at the LMU workshop "Concrete Causation" (9 July, 2010). [Due to technical problems the recording begins with the second slide.]
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Workshop Concrete Causation: Programme
The poster of the workshop "Concrete Causation" (9 July, 2010) with all speakers, times, chairs, and breaks
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ABOUT THIS SHOW
In his study of causation J. L. Mackie once referred back to David Hume, who listed causation among one of the principles that are TO US THE CEMENT OF THE UNIVERSE and thus OF VAST CONSEQUENCE IN THE SCIENCE OF HUMAN NATURE (David Hume, AN ABSTRACT OF A “TREATISE OF HUMAN NATURE”). Yet for example the early endeavours of the developers of the Structural Equation Modelling (SEM) framework, which aimed at embedding causal meaning into the formal treatment, seem to be neglected, and David Lewis' counterfactual analysis of causation based on his possible worlds semantics does not come very handy for application. As Judea Pearl summarises: WE ARE WITNESSING ONE OF THE MOST BIZARRE CIRCLES IN THE HISTORY OF SCIENCE: CAUSALITY IN SEARCH OF A LANGUAGE AND, SIMULTANEOUSLY, THE LANGUAGE OF CAUSALITY IN SEARCH OF ITS MEANING (Judea Pearl, CAUSALITY, 2000). Borrowing mathematical rigour from statistics, one of the most prominent areas of causal modelling today sounds out the interaction of probabi
HOSTED BY
Roland Pöllinger
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