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Using the SPSS 19.0, a statistics analysis software, nonlinear regression models of TTR are obtained, and of which, the first three equations with highest goodness of fit (R2) are list in Table 4, and their corresponding fitted curves are plotted.
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The mathematical model was then validated with experimental data along with high goodness of fit (average R2>0.83).
The Akaike information criterion (AIC) technique was used to select the distribution function with the highest goodness-of-fit.
It can be seen from Fig. 2a that the distribution functions with the highest goodness-of-fit for spring precipitation series (seasonal model) are Gamma and Logistic models for 19 out of the 29 stations.
Open image in new window Fig. 2 Spatial distribution of the best models in the East River basin study area in southeastern China based on seasonal and global models with the highest goodness-of-fit Open image in new window Fig. 3 The climatic indices that are closely related to the location parameter in the seasonal models in the East River basin study area in southeastern China.
Linear regression analysis was used, based on highest goodness of fit.
Restricting the analyses either to centers with both NO2 and PM10 measurements or to areas with a high goodness of fit of the LUR models did not modify the associations between NO2 and asthma incidence.
For two proteins, models with a high goodness of fit (R2: 0.82 and 0.93) and goodness of prediction (Q2: 0.78 and 0.89) were achieved.
Ancillary data alone, could predict forage components, with a higher goodness of fit and predictive capability, than absorption data (Ancillary: Radj2= 0.42 0.74 compared with absorption: Radj2= 0.11 0.51, and lower RMSE values for each nutrient produced by the ancillary models).
The catchments are modeled with a high goodness of fit, and the main interbasin groundwater flows between them is evaluated, proving its importance in the characterization of hydrological modeling.
By comparing with RPKM, Poisson-Linear model and MART, our method shows higher goodness-of-fit measured by R2 with less parameters and achieves higher Spearman's rank correlation coefficients with gene expression measured by microarray or other experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com