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Some of the model parameters are fixed (estimated directly or indirectly from the experiment), others are varied in the modeling.
As the probabilities, cost and utilities are fixed estimated values in decision analysis, it is more realistic to allow for error of these measures using Bayesian methods in probabilistic sensitivity analyses.
Based on the fixed estimated parameters in the component densities, risk factors were then included into the logistic regression function in steps, where each step corresponds to a single category of risk variables detailed in the study design above.
Although considering Q and K as fixed (estimated by Q ¯ and K ¯ ) was convenient for studying the behavior of inferences from (CC) to (AD) to (MI), (MI*) should permit the safest inferences by appraising the imputation uncertainty in the imputed genotypes as well as in the resulting Q and K estimates.
The empirical CDF is calculated over different channel errors for a fixed estimated channel realization.
The empirical CDF is calculated over a set of 10,000 different channel errors inside the given uncertainty region for a fixed estimated channel realization.
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The parametric PEM C-Fix, estimates carbon mass fluxes from local to global scales [14].
The parametric PEM C-Fix, estimates carbon mass fluxes from local to global scales [ 14].
UPDATE – Fixed estimate.
Each parameter corresponds to the predicted value for each individual, using both random and fixed estimates.
By providing a fixed estimate of the innate feeding preference, this study allows evaluation of the relative influence of other biotic and abiotic factors.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com