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In addition to a probabilistic estimate of the prediction, an added value of emulator-assisted ABC inference is providing information on the extent to which observations can constrain parameters and predictions, as well as the flexibility to include various quantitative and qualitative parameter constraining information.
Overall levels of performance can usually only be equated across the modalities by artificially constraining information acquisition, for example by restricting vision to a narrow field of view [47].
A particularly ambitious recent example is the Retropath tool for the principled design of entire metabolic circuits [ 44 ], based on constraining information about the metabolic capacities of the envisaged host organism (chassis) and the scope of available chemical reactions.
Combining the findings from both designs points to boundary conditions of theories suggesting constraining information; this may weaken the indirect effect of divergent thinking on venture growth.
Yet, in a healthcare environment where providers spend on average 15 min/patient visit, 23 24 constraining information seeking to the time frame of a patient encounter may limit providers to pursuing easier questions.
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Other constraints such as suspension deflection, actuator saturation, and controller constrained information are also considered.
Constrained information indicates that a special zero nonzero structure is imposed on the static output-feedback gain matrix.
In India the hierarchical communication structure resulted into rigidity and top-down power which constrained information flow and subsequently affected the integration process of ASHAs.
It discusses how networks contribute to or constrain information and learning, and is interested in network effects and, to a lesser extent, rights.
In India, the hierarchical communication structure in place constrained information flow as well as any ability by the programme to address key health systems challenges [ 49].
One possibility is that the stochasticity inherent in the biophysical process of transcription fundamentally constrains information transduction by a promoter to ∼1.0 1.3 bit.
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