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Bayes and Causal Relationships

2018
The current search for causal relationships with Bayesian structural equation modelings will be addressed in this chapter as an example where Bayesian methodologies successfully helped fostering the deepest enigma of mankind, the proof of causality.
Ton J. Cleophas, Aeilko H. Zwinderman
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Practical Approaches to Causal Relationship Exploration

2015
This brief presents four practical methods to effectively explore causal relationships, which are often used for explanation, prediction and decision making in medicine, epidemiology, biology, economics, physics and social sciences. The first two methods apply conditional independence tests for causal discovery.
Jiuyong Li, Lin Liu, Thuc Duy Le
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Breast cancer: A significant causal relationship

Medical Hypotheses, 1996
It has been reported that the stimulation of travelling in a motor vehicle triggers abnormal hormonal and adrenal excretion and also abnormal changes in the body's fuel system. Figures presented in this paper suggest that motor vehicle travel may be important in breast cancer deaths.
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["Karoshi" and causal relationships].

[Nihon koshu eisei zasshi] Japanese journal of public health, 1992
This paper aims to introduce a measure for use by physicians for stating the degree of probable causal relationship for "Karoshi", ie, a sudden death from cerebrovascular diseases or ischemic heart diseases under occupational stresses, as well as to give a brief description for legal procedures associated with worker's compensation and civil trial in ...
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Event Causal Relationship Retrieval

IEEE/WIC/ACM International Conference on Web Intelligence, 2021
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