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A Bayesian inference with Monte Carlo sampling has been used to detect the causality between tropical cyclones and Snowy Plovers nesting grounds.
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The Granger causality test (Granger, 1988) is deployed here to detect the direction of causality (bidirectional/ unidirectional/ neutrality) between insurance market density and economic growth.
It is demonstrated that significant contrast between the Eyes-Closed and Eyes-Open rest condition in the alpha frequency band allows to detect significant causality between the occipital cortex and the thalamus.
This section describes the use of inter-sentential language patterns to detect causality between sentences, focusing on the detection of implicit cause-effect relations.
Finally, the acquired inter-sentential language patterns are used as features to detect causality between sentences.
The discovered patterns are then incorporated into a probabilistic model to detect causality between sentences.
· Features used for causality detection: This experiment used word pairs (WP) and inter-sentential language patterns (ISLP) as features to detect causality between sentences.
In genetic association studies, a sufficient number of samples are critical to detect causality between genes and phenotypes.
Therefore, this study proposes the use of inter-sentential language patterns such as ≪broke up, boyfriend>, to detect causality between sentences.
As a result, in our paper, we apply the nonlinear causality test proposed by Diks and Panchenko (2006) which can be used to detect possible nonlinear causality relationship between two time series.
We used the panel Granger causality test to estimate the causality between variables.
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