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The intuitive idea is that information measures reduction in uncertainty, where reduced uncertainty manifests as an altered probability distribution over possible states.
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We expect that the information measure of gene and environment interaction should be equal to zero.
In the previous section, we show that the information measure of the gene-environment interactions is related to the dependency of the gene and environment variables in the disease population.
We found that the information measure increased with increasing TF-responsiveness of genes in ES cells.
We submit that the information measure for dynamical models and systems should be chosen in accordance with the system dynamics.
An additional asset is that mutual information measures more than linear dependence [15] [16].
In our preliminary experiments our null hypothesis was that different information measures based on precise time relations among spikes would not increase during evolution.
As the chainlike molecules bend or jump into different shapes, researchers use that information to measure two very specific characteristics of DNA molecules the width and the confined free energy, or entropy of the molecule.
In particular, it has been demonstrated that information-theoretic measures [ 8], interpreted as the entropy of the underlying graph topology, capture significant structural information [ 10- 13].
It is proved that under these information measures, ranked set sampling design performs better than its simple random sampling counterpart of the same size.
But Alex Neill, director of policy and campaigns at consumer body Which?, said: "After 18 months this inquiry achieved little more than to propose basic information measures that the big banks should have introduced years ago.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com