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Stochastic Independence and Causal Connection
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Stochastic Independence and Causal Connection
Stochastic Independence and Causal Connection
Journal Article

Stochastic Independence and Causal Connection

2015
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Overview
Assumptions of stochastic independence are crucial to statistical models in science. Under what circumstances is it reasonable to suppose that two events are independent? When they are not causally or logically connected, so the standard story goes. But scientific models frequently treat causally dependent events as stochastically independent, raising the question whether there are kinds of causal connection that do not undermine stochastic independence. This paper provides one piece of an answer to this question, treating the simple case of two tossed coins with and without a midair collision.
Publisher
Springer,Springer Netherlands,Springer Nature B.V