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Hence, a camera selection strategy that allows only a desired number of cameras with most informative observations to participate in the information exchange and discards the cameras with non-informative observations is an efficient way to meet the requirements of bandwidth and energy.
Thus, allowing only a desired number of cameras with the most informative observations to participate in the information exchange is an efficient way to meet the stringent requirements of bandwidth and energy.
This ensures that on average, only the desired number of cameras are selected as the cameras with informative observations (surprisal cameras).
Although our study population was larger than that in most other studies, the number of informative observations in our dataset was low in some subgroups.
Observations recorded during site visits about a site presented a number of informative observations, including sexual activity: 'About one week ago two people had been seen doing sex on this site'.
The greater spatial resolution of PET and fMRI have also rendered informative observations, but many of these analyses have focused on reading-related and primary sensory regions (e.g., Roskies et al. 2001; McDermott et al. 2003; Dietz et al. 2005; Yoncheva et al. 2010; Twomey et al. 2011; Perrone-Bertolotti et al. 2012).
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Because these noisy, redundant or non-informative observations will not add relevant information about the different phenotypes, they need to be excluded from the association analysis [ 89, 90].
The non-informative observations do not contribute significantly to the tracking accuracy.
The latter is more informative for observations during a magnetic storm compared to the vertical sounding method.
That is, the more that is known about the circuit in which the recorded neuron participates and the neurotransmitters and neuromodulators it releases, the more informative electrophysiological observations become.
Previous estimated treatment effects on the mean SOFA course and dropouts were affected by the model assuming ICU deaths and live discharges from the ICU as informative censoring observations.
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