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The goodness of fit was then evaluated by introducing variance reduction (VR), defined by: {text{VR}}left( % right) = left{ {1 - smallint left( {sleft( t right) - oleft( t right)} right)^{2} /smallint left| {oleft( t right)} right|^{2} } right} times 100, (8 where s(t) and o(t) denote the synthetic and observed waves, respectively.
The e-CRF was presented in one language only (English) to avoid introducing variance through translation.
Theoretically, this kind of topographic relationship could also be imposed by the repulsion coefficients alone, without introducing variance in cellular production coefficients.
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We introduce variance weighted information entropy into the model to optimize the detection results.
Since this random selection introduces variance, we repeated this process 300 times and calculated the mean and 95% confidence interval.
In particular, if the agent acts deterministically and greedily (i.e. it treats the estimate π ̂ as if it were the true policy parameter) then it is overfitting the experience and introducing a bias; likewise, an agent that follows a stochastic policy introduces variance and will not produce the highest possible reward compared to the case when the optimal policy is known.
Regardless of the quality of rater training, any degree of subjectivity in assessment will introduce variance across sites and over time.
However, the perceptual system introduces variance in the perceived motion for instance, because motion-sensitive neurons in the brain not only respond to their preferred motion direction, but also to similar directions.
Similar results were obtained when we used the median number of reads for the 10 transcripts interrogated by the capture array (P < 1 × 10−9), which takes into account possible introduced variance in the capturing efficacy.
If these instruments were used to evaluate IPF patients over time, their inclusion of items that cover less relevant topics may introduce variance into patients' scores that would tend to obscure, rather than reveal, changes in quality of life specifically associated with IPF or its therapy.
Evaluating the power of each platform at the level of technical replication allows researchers to gauge the underlying system variance before introducing biological variance in their studies.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com