Titlebook: Causal Nets, Interventionism, and Mechanisms; Philosophical Founda Alexander Gebharter Book 2017 Springer International Publishing AG 2017

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書目名稱Causal Nets, Interventionism, and Mechanisms被引頻次




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書目名稱Causal Nets, Interventionism, and Mechanisms讀者反饋




書目名稱Causal Nets, Interventionism, and Mechanisms讀者反饋學科排名

gruelling

Causal Nets,In this chapter I give a brief overview of the central notions and definitions of the causal nets framework, which was developed in detail by Pearl and Spirtes, Glymour, and Scheines. I also begin to develop and justify an axiomatization of the causal nets framework, to be continued and finished in Chap.?.

LIMN

https://doi.org/10.1007/978-3-662-68090-2theoretical part on the philosophical foundations of the theory of causal Bayes nets and a more application oriented part. The former part (Chap. .) supports the theory of causal Bayes nets by an inference to the best explanation. It can also be seen as a response to David Hume’s skeptical challenge

考古學

biopsy

Der Weg zur Ordnung im sozialen Miteinanderm provides the best explanation for two statistical phenomena. In the second part I present several results about the empirical content of different versions (i.e., combination of axioms) of the theory of causal nets. Both parts together show that causation satisfies the same modern standards as the

Osteoporosis

Osteoporosis

Korpusstudie 1: Formen von OKAY, Russo, and Williamson and present three problems with their approach. I then present my alternative approach of how to represent mechanisms, compare it with Casini et?al.’s approach, and discuss Casini’s recent objections to my approach. I also make a suggestion how constitutive relevance relation

外面

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顯赫的人

Formal Preliminaries,relation’, ‘function’, and ‘structure’ are explicated. The probabilistic concepts relevant for later chapters are illustrated. I also explain the most important graph-theoretical concepts and introduce Bayesian networks. Most of the presented concepts are illustrated by means of simple examples.