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Based on Akaike's Information Criterion (Hastie and Tibshirani 1990) and –2 log likelihood, models with indices for high fungal levels fit the data better than do models treating the fungal concentrations as continuous or natural logarithm transformed data.
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Yet, in savannah-type open Mediterranean evergreen woodlands, models with spectral indices including NDVI had comparable or better predictive capabilities of tree canopy cover [30].
Some models with lower indices were not selected because they did not improve the account by at least 10 points.
We then consider models with different power indices and cutoff sizes for the two dust components to search for better fits.
The influences of climate indices on flood processes are significantly distorted by hydrological regulations of water reservoirs, as reflected by a sudden decrease of flood discharge after their construction; (3) in comparison with the stationary model, the non-stationary model with climate indices and reservoir index can better picture changing features of the flood process.
The weaknesses of the factor-model-first idea became painfully obvious, so subsequent SEMNET discussions switched to the topic of model testing – which again pitted the path-model inclined (who favored diagnostic attention to significant evidence of model ill-fit) against the factor-model inclined (who sought to replace model testing with indexing).
Two-SNP models from domain knowledge are prioritized for incorporation in the initial generation based upon implication index - models with higher implication index are initialized first.
The results of ANFIS model with error indices including coefficient of determination value of 0.97 and root mean square error value of 0.03 was so suitable.
To compare our model with other indices.
The model with all indices explains 97% of the variation of Carr-Hill weighting.
We assessed relationships between the parameter estimates from the lactate model with metabolic indices from the minimal model of glucose and insulin metabolism (Table 1).
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