Direction dependence measures based on higher﹎oments and higher﹐rder correlations (HOCs) of variables are discussed which allow probing the causal relation of variable pairs while adjusting for additional exo
2a, the causal interaction of X and Y belongs to the second case above, which can be inferred from the correlation index in the same order as ϱC ≥ T ≫ ϱD. In real applications, it can happen that the causal signals in transition are not strong enough, making the values ...
Josselin Garnier, Correlation-based imaging in random media 43:09 Maxim Kontsevich, Reflections, orthogonal and symplectic 26:57 Mikhael Gromov - 24 Mathematical Structures arising from Genetics and Molecular 01:51:30 Minoru Wakimoto, Mock modular forms and representation theory of affine Lie supe...
F. A. Hayek entitled his 1974 Nobel Lecture whose principal theme was to attack the simple notion that the long-observed correlation between aggregate demand and employment was a reliable basis for conducting macroeconomic policy, “The Pretence of Knowledge.” Reiterating an argument that he had...
We have also computed the Pearson correlation coefficient (\(r = 0.65\)) between TD and NC, revealing a relatively strong correlation. All in all, the metrics capture similar aspects, but only to some extent, thus highlighting the importance of the term difference metric for evaluating the ...
Give a formal characterization of serialization based on a state vector representation (v1, …,vk) of the problem that is needed for macro problem solving. 2 Provide an example of a domain that is not serializable. 10.10 Show the necessity of conditionC3inpartial orderreduction! Consider the ...
a morphological approach based on sequential immunohistochemistry on the same tissue section combined with slide digitization and image processing was adopted to detect and quantify cancer cells with a p-EMT phenotype [49]. These analyses demonstrated a strong correlation between p-EMT at the time of...
They show for a specific theoretical model (dominant firm and competitive fringe) that a correlation between MHHI and price does not allow inference on the effect of common ownership. Regarding regression analyses that use MHHI as explanatory variable they identify problems of endogeneity inducing ...
Chemical industrial processes are composed of a large number of process variables with high correlation, so the causal structure is probably not acyclic. Therefore, in this paper, contribution plots are used to select some variables before constructing the causal network, which simplifies the ...