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Both approaches are based in conditional mutual information (i.e. the degree of information a variable X and a variables Y share, given a third variable (or group of variables) Z).
Among our primary outcome measures was trial e-mail contact information, a variable included among the required registration parameters for both ISRCTN and Clinicaltrials.gov, as mandated by the WHO (Table 1).
VIMs are measures of the amount of information a variable contributed to the classification throughout the forest.
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The table contains three pieces of information: a) variables related to product characteristics; b) variables related to product marketing and c) variables related to consumers' socio-economic characteristics.
Pointwise mutual information [29] measures the quantity of information that a variable contains about another one.
A mutual information of ~1 bit/giggle means that a giggle note carries the same amount of information as a variable that would be able to perfectly divide any hyena as belonging into one of two groups.
The informative Gaussian prior is the usual candidate for expressing definite prior information about a variable [ 26].
PET scan is performed in stop-and-go imaging mode, acquiring information in a variable number of bed positions along the patient.
If no explicit information on a variable is available, or in case of doubt or ambiguity, a 0 is scored.
If information on a variable was present and synthesised across primary studies in the review, it was coded as descriptive 'quantitative synthesised' whilst information linked to meta-analysis was coded as 'linked to meta-analysis'.
A number of studies have attempted to assess the costs of MS. 15, 17– 46 These have provided a wealth of information, but a variable picture emerges as to what constitutes the total cost of care.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com