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The factor score was used in the subsequent model as the dependent variable.
This increase in the number of variables greatly improves the convenience of the generation of the Jacobi matrix in the subsequent model.
In this model, parameters of random regression for health and economic situation assessment had variance equal to 0. Therefore, these parameters were configured as fixed in the subsequent model.
The output values of model FIS1, FIS2 and FIS3 are OG1, OG2, and OG3, respectively then aggregated in the subsequent model to get the final output fuzzy water quality index (FWQI).
We used the scores of the first PC axis, latitude, and longitude as variables in the subsequent model selection procedures.
Both mean daily temperature and relative humidity on day of admission (at lag 0) were selected in the subsequent model as they had the best-combined fit.
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Thus this relationship was disregarded in the subsequent modeling.
In the subsequent models, we added influence factors at the personal and institutional level.
Accordingly we did not use this approach in the subsequent modeling.
Because the change of the weight function in the high-resolution model is highest at the boundaries of z = −1.64 and z = 1.64, we used these boundaries in the subsequent models (Model 1 3 and Proteus model).
However, deriving cross-terms between each and every one of the 495 RT descriptors would have resulted in a huge amount of variables that could give rise to chance correlations in the subsequent modeling and make model interpretations incomprehensible.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com