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An estimate of μ can also be obtained from a rank/frequency plot, computing the regression coefficient, a, between log10 rank) and the log10 distance), where a = μ−1 [16].
We tested this possibility by computing the regression between the differences in the fits of the model to the data (for the two conditions in which the motion along the other coordinate differed) and the experimentally observed differences at intervals in which the latter differed significantly from 0 (see Fig. 5).
Second, we corrected for the autocorrelated error terms when computing the regression (18 ).
Thus, these near zero effects of nesting data reflect that no further control for the impact of educational institutions was needed when computing the regression models.
Predictions of response variables for the test set observations were here done both by a) selecting the local model for the most probable cluster and by b) computing the regression coefficients as a weighted sum of the local models.
The Generalised Estimating Equations approach was used in computing the regression models, which uses a robust variance estimator to account for the correlation between observations from the same patient.
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Further calculations computed the regression without considering natural gas plants since these were estimated by participants as relatively positive.
The line in red depicts a linear regression on the data (the mean value was used to compute the regression) in order to depict the pattern of prediction of the gain per task.
To compute the regression with both of the Kefalonia datasets, only the data with PGTA > 5 × 10−3 m/s2 were considered, since the "real" point clouds were probably truncated below this value because of the applied signal-to-noise ratio criterion: keeping the whole dataset could have led to bias the regression.
Hence, the quality of the fitting process is highly dependent on the number of points used to compute the regression model, as shown in Fig. 5. Figure 4 Representation of the TG/DTG data points for t = 250 h, in the linearized Wyden - Widmann space, showing the deviation from multi-linear trend.
A least squares fit was used to compute the regression line of the peak area ratios of the bis-TMS-E1, bis-TMS-E2, tri-TMS-E3, bis-TMS-P and bis-TMS-T to bis-TMS-T-d3 on concentrations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com