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In the first part of the survey, individual perspectives on what matters most in HTA, i.e., which criteria contribute the most to the value of healthcare interventions, was captured by weight elicitation independently of the intervention.
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Then, the deviations from the model that are relevant to form error are captured by weighting the points of the convex-hull of the large sample with the regression residuals.
It should also be noted that MCDA value estimates obtained by applying this framework are committee-specific since they reflect the individual perspectives of committee members as captured by weights.
Notably, the relative balance between model-based and model-free learning is, in this framework, captured by a single weight parameter (w), which is larger when model-based learning is relatively more dominant.
Alternatively, the birds that faced early competition might have had poorer energetic reserves or robustness to food deprivation in some way that was not captured by current body weight.
This is because the sparseness is better captured by the learned weights of autoencoder.
This bias in the sample design is captured by the stratification weights, which we use throughout the analysis below.
Optimal weights in the above model vary across units, but preferred information on relative values of inputs and outputs is captured by their respective weights.
We then computed the sum of the weights captured by the nine ARFIMA models, considering that the weights of all tested model sum to one.
This affinity can be modeled as a function of the log-odds score of the binding site, the ratio of the probability of the site under a position-specific model to the 'background' probability of the site (Stormo, 1998), and can be captured by a position-specific weight matrix (PWM) motif for the specific TF.
The degree of attention paid to particular cues was captured by calculating cue relative weights.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com