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For both non-probabilistic methods, less prior information about the uncertain nature is required than that which is required concerning the probabilistic model.
Therefore, in [4], a suboptimal fusion rule requiring less prior information was proposed, which we refer to as the counting rule (CR).
The Inferelator is applicable more generally since it uses less prior information about the system than we are assuming.
In cases where there is less prior information, such as a proteomic analysis of primary tissue, independent analysis of other gel replicates could help establish the confidence in the inferred differentially regulated cell signaling pathways.
Our method requires less prior information such as initial conditions and timing, has less computational cost and performs as well as methods involving dynamic simulations such as Soni et al. 2008 [ 47].
The approach raises an interesting question regarding the trade-off between a possible disadvantage in using less prior information on the one hand, and the advantage of uniformly high quality targets on the other.
Similar(54)
The detection time will be much less if the prior information of PU waveform is known.
Higher αindicates less weight on its own prior information.
This decline is strongly correlated with the information available through internet, newspapers, lectures, books, and television: within the circumcised population, both the patients and their parents had less prior knowledge regarding circumcision, other than information obtained from person to person by oral communication.
The results are more or less identical except that, due to the prior information, the values in the BIM scenario are slightly higher, but this cannot be seen due to the normalization employed.
A questionnaire-based study which does not provide such prior information about chlamydia could introduce less bias to findings.
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