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Smoothed cumulative diversity curves, analogous to species accumulation curves, were plotted on Microsoft Excel with averaged data generated from EstimateS 8.0 software [33] set to 50 runs.
The values are generated from estimates and, although useful for estimating consumption, may not be accurate representations of currently available food items.
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where C N, C S, and C A are the bimodal natural face, bimodal synthetic face (generated from estimated visual parameters) and unimodal auditory intelligibility scores, respectively.
The process is repeated for all frames and a reconstructed image is generated from the estimates by placing bivariate Gaussian shapes at the estimated locations using estimator uncertainties to build the bi-variate covariance matrix.
Each data partition was subjected to a maximum likelihood MCMC search strategy with initial theta values generated from Fst estimates, and evolutionary model parameters determined from MODELTEST.
Contrast images were generated from beta estimates for the following comparisons: checkerboard v. baseline (checkerboard stimulus contrast), moving dots v. static dots (motion stimulus contrast), and objects v. scrambled images (objects stimulus contrast).
In addition, models generated from generalised estimating equations take into account the correlation between repeated measures for each subject.
Further, the use of tests based on ROC curves generated from the estimated patient-specific risk predictors without cross-validation has been shown to be technically flawed.
We check the nature of the underlying model assumptions by performing model diagnostics including testing normality of residuals, homoscedasticity, plotting residuals against predicted outcomes, and comparing the actual experimental data to fake data generated from the estimated model [ 47, 48 ].
Results generated from the generalized estimating equations method showed that physicians' certainty of risk factor awareness significantly increased during the first year of the study.
The DFE is eventually applied to equalize the partial response channel generated from the IF estimates in order to remove the CPM memory introduced by partial response signaling.
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