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Normalization is required for removing inconsistency in data received, e.g. there can be data on different scales which needs to be adjusted on common scale.
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The scale restraint equation (SRE) is a robust three-view constraint that forces the images to operate on one common scale.
This enabled us to carry out a cost utility analysis, 22 in which we compared the benefits of different healthcare interventions on a common scale (utility is measured on a scale where 0 is equivalent to death and 1 is equivalent to full health).
In Rasch measurement, individuals' ability and items' difficulty are estimated simultaneously and can be compared on a common scale, called a logit scale, based on the chance that each individual would answer each item correctly.
This paper presents an integrated framework that has been in use in South Africa for several years and which is based on integrating the impacts of changing flow regimes on different ecosystem response components through indices of 'stress' measured on a common scale (0 10).
This enables all images to operate on a common scale.
Moreover, performance targets which belong to different categories cannot be compared on a common scale.
Three or more overlapping image frames are required in order to estimate the camera motion on a common scale.
And third, that it would become increasingly difficult to input and compare data from different tracking apps or wearables on a common scale to see how they compare".
Given the range of reporting formats, a great deal of work (transformations) was done to place the responses on a common scale.
It is particularly difficult to compare target properties which belong to different categories, such as physicochemical, safety, health and environmental properties, on a common scale.
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