Towards an Epistemic Theory of Probabilistic Causality

Dissertation, The University of Rochester (1996)
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Abstract

Within the last decade a new crop of theories of probabilistic causality has taken root. While these theories differ from each other in small ways, the basic principles underlying them are the same. These common principles form what I call the received view of probabilistic causality. ;In the first four chapters of the dissertation I examine and criticize the work of three proponents of the received view: Nancy Cartwright, Ellery Eells, and Paul Humphreys. Due to a number of epistemic and pragmatic problems that each of these theories face, I argue that they are inadequate theories of probabilistic causality. ;In chapter six I examine the minimal set of principles that underlie these three theories--the received view of probabilistic causality. I show that the received view is an inadequate basis for a theory of probabilistic causality. The central problem for the received view is due to the interpretation of probability that the received view adopts--a physical-propensity interpretation of the probability calculus. I show that there are four problems with using the propensity interpretation of probability in a theory of probabilistic causality. I also argue that a theory of probabilistic causality should use relative frequencies in place of propensities. ;In the final chapter of the dissertation, I sketch an epistemic theory of probabilistic causality that has a number of advantages over the received view. First, the epistemic theory takes seriously and responds to the epistemic and pragmatic problems raised against Cartwright, Eells, and Humphreys' theories of probabilistic causality. Second, the epistemic theory adopts a relative frequency interpretation of probability and avoids the problems associated with using a propensity interpretation of probability. Finally, the epistemic theory provides an account of how we can make justified inferences regarding causal relations. ;I support my theory with examples from contemporary medical science. In particular, I provide a detailed historical examination of the attempt by medical scientists to determine whether Helicobacter pylori is a causal factor for various forms of gastric illness

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