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Multiple stepwise regression analysis converged the best-fit models with predictors from meteorological conditions and the proximity to specific point, area, and mobile sources on the residential outdoor VOC concentrations.
In this study, using field measured fire severity across five forest strata of dominant tree, intermediate-sized tree, shrub, herb, substrate layers, and the aggregated measure of CBI as response variables, we fit statistical models with predictors of Landsat TM bands, Landsat derived NBR or dNBR, image differencing, and image ratioing data.
Diagnostic models with predictors that cannot easily be obtained in primary care were excluded from the main analyses.
Regression models with predictors such as those in equation 2 are sometimes referred to as geoadditive models.
Thereafter, we review the development of GLM-based algorithms to fit models with predictors in the residual variance.
Hierarchical logistic regression models with predictors added one at a time were also examined to evaluate the possible collinearity among the predictors.
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No formal predictor variable selection procedures, nor models with predictor variable product-interactions were employed.
To determine if activation of transgene expression by RU486 had different effects in different genotypes, we use used Cox proportional hazard models with predictor variables that included genotype, RU486 treatment, and genotype-by-treatment interaction.
A pseudo-R 2 compares the likelihood for the intercept-only model to the likelihood for the model with predictors, and returns an indication on the strength of the model.
In the first-level GLM, conditions were modeled with predictors comprising 20-second duration boxcars convolved with the default hemodynamic response function (HRF) of SPM5.
The predictive model explained 51.3% of the variation in EVGGFP (AIC = 3123.8, BIC = 3206.8 for model with predictors compared to AIC = 3883.1, BIC = 3894.9 for the null model).
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models with measurements
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models with others
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model with predictors
modelled with predictors
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