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Then (7) measures discrepancy away from the independence situation when the latter holds, relative to the KL distance between the two distributions.
Using this in (29) More generally, for a vector z with n elements, the KL discrepancy away from the independence model is (30) Likewise where is the cross-entropy between distributions.
The dotted line ('holds water') gives the relative discrepancy away from the independence models when this is true, and the dashed line ('spills water') depicts the trajectory of 1 − θ, i.e. the relative discrepancy under association; note that a given curve is a mirror image of the other.
Let H x), H y), and H x,y) be the entropies (non-negative, by construction, although pathological examples may arise in continuous distributions) of the marginal distributions of x, y, and x,y respectively, with and The discrepancy away from the association model is (29) Note that Where H y| x) is the entropy of the conditional distribution of y given x.
Similar(56)
Therefore, the emphasis on considering cases of error or discrepancy is moving away from the assignment of specific scores, and towards fostering a shared learning experience [58].
Discrepancies were larger further away from the charge, with relative differences of −22.4% and −42.9% at distances of 0.46 m and 0.61 m, respectively, meaning that the model overestimated particle velocities at these distances.
The magazine stepped away from its story in December, citing discrepancies in the alleged victim's account.
Estimating actual consumption from expenditure data has been shown to be fairly accurate but discrepancies do exist, with wastage, bulk food acquisition, food intake away from home and seasonality of produce not being accounted for adequately [ 15, 16].
The beneficial effect of localizing the measures of structure discrepancy are explained by the fact that small variations in the pairing probabilities far away from the site of the SNP are added up and hence form a major contribution to any global discrepancy measure in particular for long sequences.
People have offered many potential explanations for this discrepancy, but this ad highlights the importance of the social cues that push girls away from math and science in their earliest childhood years.
This horizontal discrepancy may reduce bone resorption around the implant neck because it horizontally offsets the bone away from the microgap that exists between the implant and abutment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com