Search for dissertations about: "Probabilistic causality"
Found 2 swedish dissertations containing the words Probabilistic causality.
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1. Explanation and deduction : a defence of deductive chauvinism
Abstract : In this essay I defend the notion of deductive explanation mainly against two types of putative counterexamples: those found in genuinely indeterministic systems and those found in complex dynamic systems. Using Railton's notions of explanatory information and ideal explanatory text, deductivism is defended in an indeterministic setting. READ MORE
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2. Continuous time Graphical Models and Decomposition Sampling
Abstract : Two topics in temporal graphical probabilistic models are studied. The topics are treated in separate papers, both with applications in finance. The first paper study inference in dynamic Bayesian networks using Monte Carlo methods. A new method for sampling random variables is proposed. READ MORE