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To ensure the entropy of the hidden states per se is minimised one has to assume the agent is equipped with (and uses) its sensory apparatus to maximise information transfer.
Randomisation was on a 1∶2∶2∶2 ratio for SP, CD, SP+AQ and AQ+AS to maximise information about the drugs whose use in pregnancy is less known; it was assumed the difference in outcome would be greatest for SP compared to other arms so the size of this arm could be smaller.
Character coding was strictly binary to maximise information content [ 32].
Of these, four had injections of the same fluorescent tracer in opposite hemispheres to maximise information.
Although less suitable for the development of a clinical prediction score for clinicians, continuous variables maximise information 15 22 and can be utilised in computer-assisted diagnostic pathways.
It is particularly important that these types of studies are comparable and can be validated between studies to maximise information that will be available from them.
Similar(48)
Vessels were selected with replacement and with probability proportional to predicted catching power and effort, and inversely proportional to average trip length, thereby giving priority to those expected to catch the most fish whilst maximising information for each observer-day at sea.
In vision, there is a trade-off between sensitivity and resolution, and any eye which maximises information gain at low light levels needs to be large.
However, a set of fundamental constraints due to the quantal nature of light apply to any visual system, and these are manifest primarily in the trade-off between sensitivity and resolution, and the fact that any eye which maximises information gain at low light levels needs to be large [3].
Meta-analyses do not allow combination of individual participant's data; only mean values from each study publication are used, rather than maximising information from the raw data.
Broadly speaking, there are two strategies for combining information: 'sensory cue combination', which maximises information from different sensory sources and 'sensory cue integration' which reduces the variance of the final perceptual estimate (Ernst & Bülthoff, 2004).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com