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31 The decomposition is undertaken using the estimated regression coefficients to obtain fitted means for the two groups of immigrants.
After dimensionality reduction, each vessel type class is processed independently and Gaussian distributions are fitted; means and covariances of each distribution are estimated.
Supplemental Figure S3 shows the original series and the fitted means in each segment.
The primary comparison of interest was the difference between TIV and LAIV in fitted means between days 7 and 11 post-vaccination.
But using the fitted means from the UHS model completely eliminates this difference, producing rates of 0.161 and 0.148.
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Thus, by using the Matlab curve fitting tool, we obtain the fitted mean path loss for the whole scenario from simulation as shown in Fig. 6.
The black line indicates the fitted mean Doppler shift, while the yellow and orange lines are the standard temperature profile and ranges for removing outliers.
Table 4 Model fit statistics from fitting variants of Equation 7 to the Kaingaroa dataset Model fitted Mean residual (mm) Standard deviation Range of residuals (mm) Error mean square 1. Equation 7: individual trees −0.050 8.49 −31.0 to 24.6 24.6
Figures 1 and 2 illustrate the fitted mean cortisol levels based on Model 2i and Model 2ii, respectively.
The fitted mean difference is x 0 = 1.
The fitted mean curves are shown superimposed on the adjusted individual curves (figure 1B,D).
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