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Central composite design (CCD) under response surface methodology (RSM) was used to optimize the acid immersion process and the results indicated the indium recovery can be fitted based on the actual value to a polynomial quadratic equation and the temperature was more essential factor than time and acid concentration in the studied ranges.
The constant α≥0 itself can be estimated once we decide how to measure the quality of the population in question or can be fitted based on rates of death in starvation studies, such as the hydra experiments of Lawrence Slobokin (as reported in [19]).
If the lnDOR of the included studies are homogeneous, a Summary ROC curve (SROC) can be fitted based on the pairs of sensitivity and specificity of the individual studies (see further).
These data suggest that the lnDOR of the included studies is homogenous, and thus a SROC can be fitted based on the pairs of sensitivity and specificity of the individual studies [ 22].
Otherwise, the logistic regression would be fitted based on too high a proportion of V Es being misclassified as not causally associated, which could reduce the model performance for detecting ARFIs.
Next, we fit a multivariate Gaussian distribution for each individual organism by calculating a 12-dimensional mean vector and covariance matrix, (e.g., for E. coli 536 which has 66 unique peptides, the Gaussian will be fitted based on a 66 x 12 matrix).
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Multivariate logistic regression was fitted based on backward hierarchical elimination approach and the minimal model was reported.
Very few model parameters need to be fit based on the design specifications reported in the literature.
Prediction models were fitted based on the training set, using the prior risk, MAP, and one or more of the significant metabolites.
In ridge.dom, an analogous model is fitted based on the additive plus dominance model of Equation 2, MCMC-based approaches (DF.MCMC and DF.MCMC.pseudo) were implemented in R (R Development Core Team 2011), JAGS (Plummer 2003), and rjags (Plummer 2014).
11 to 15 are fitted based on total 105 experimental data in this study.
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