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The interpretation of weights as trade-offs is based on the following.
The interpretation of weights as swings is based on the following.
With ratio weights (proposed by von Winterfeldt and Edwards [29]) and semantic scales, such as the AHP scale (proposed by Saaty [22]) and the MACBETH scale (proposed by Bana e Costa and Vasnick [1]), the weight eliciting questions are derived from an interpretation of weights as swings and the respondent is asked to compare swings among different attributes.
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Haufe, S. et al. On the interpretation of weight vectors of linear models in multivariate neuroimaging.
Patients are encouraged to discuss the interpretation of weight change with their therapists during the group or the individual sessions.
Interpretation of the weights from weighted quartile sum regression was instructed through simulation studies conducted by Carrico [ 11] (detailed below).
The underlying model is independent of the interpretation of edge weights, i.e., whether these weights represent probabilities of interaction between adjacent vertices or measure interaction strength.
The problem that appears with the optimized weights in Additional file 1, Supplementary Table S6 is that it is difficult to provide suitable interpretation of these weights.
For example, the interpretation of the weights needs to be investigated [ 20].
Future work will aim to refine the optimization techniques to improve their robustness and make the interpretation of connection weights more explicit.
Nonetheless, one obvious limitation of the use of the PCA is that it leads to lose of information due to summary coding of responses but this was necessary for easy interpretation of the weights (Filmer and Pritchett 2001).
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