A new model of cause and effect


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Natural little researchers, human infants enjoy releasing of things and seeing them fall. Baby’s very first experiment teaches them about more than the force of gravity. It develops the idea of causality– the relationship in between cause and effect that human understanding depends upon. Let it go, it falls. The cause should precede its effect in time, as researcher from Galileo in the 16 th Century to Clive Granger in 1969 specified causality.

But oftentimes, this one-way relationship in between cause and effect cannot properly explainreality In a current paper in NatureCommunications, researchers led by Albert C. Yang, MD,Ph D., of Beth Israel Deaconess Medical Center, present a new method to causality that moves far from this temporally direct model of cause and effect.

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“The reality in the real-world is that cause and effect are often reciprocal, as in the feedback loops seen in physiologic/endocrine pathways, neuronal regulation, ecosystems, and even the economy,” stated Albert C. Yang, MD,Ph D., a researcher in the Division of Interdisciplinary Medicine andBiotechnology “Our new causal method allows for mutual or two-way causation, in which the effect of a cause can feed back to the cause itself simultaneously.”

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Yangand coworkers’ new method specifies causality separately from time. Their covariation concept of cause and effect specifies cause as that which when present, the effect follows, and that which when gotten rid of, the effect is gotten rid of. The group shows the new method by using it to predator and victim systems. Moreover, Yang and coworkers revealed that their model can work well in systems where other causality techniques can not work.

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“I would expect the method to represent a breakthrough of causal assessment of observational data,” statedYang “It can be applied to a wide range of causal questions in the scientific field.”.


Explore even more:
Scientists let loose power of hereditary information to recognize illness threat.

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More details:
Albert C. Yang et al, Causal decay in the shared causation system, NatureCommunications(2018). DOI: 10.1038/ s41467-018-05845 -7.

Journal referral:
NatureCommunications.

Provided by:
BethIsrael Deaconess MedicalCenter

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