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The quantity (tau _{j}^{(t)}=sum _{n=1}^{N}p z_{n}^{j}=1mid x_{n},y_{n}=1,theta ^{(t)})) is interpreted as the sum of the relevance levels of observations to the jth hypersphere and its small value implies that this hypersphere is redundant and has a too small radius.
In the past several years, approaches in probabilistic graphical models (PGMs) have been developed for learning causal networks compatible with multiple levels of observations.
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This inconsistency is due to the incompatible levels of observation used by different social actors endorsing different perspectives.
Another limitation is that this simple approach does not allow analysis of interactions between variables at different levels of observation.
Progress in understanding the patterns of plant diversity requires a conceptualization and quantification of the hierarchy of patch configuration that exists in plant communities across levels of observation.
Furthermore, it must be emphasized that many processes and relations within the field of education do occur at levels of observation above the individual level and both the strength and direction of relations among variables may be different across levels of observation.
Nurses at an urban academic medical center addressed the problem of intrusive and overstimulating levels of observation by developing two practice changes using intuitive knowledge combined with input from current nursing literature.
The GLE energetic spectrum suggested for this event is estimated taking into account the primary differential spectrum of galactic cosmic rays, coupling coefficients and integral multiplicities of concrete detectors at different latitudes and levels of observation.
This article discusses the potential adverse consequences associated with the use of intense levels of observation and describes two protocols that have contributed to a reduction in the use of seclusion and restraints, as well as staff members' reported perceptions of feeling safer and experiencing improved job satisfaction.
In order to circumvent some of these limitations, future research should rely on the combination of different levels of observation, in integrative pharmaco-genetics-neurobehavioral approaches, to more completely characterize dopamine's role in both general and modality-specific processing of reward.
In other words, the estimation of the deterministic trial-by-trial variations of reaction times is not confounded by high levels of observation noise.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com