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LUR models that use predictor variables derived from geographical information systems have been useful in characterising intraurban gradients in ambient concentrations of criteria air pollutants (including PM2.5 and NO2) for use in many air pollution health effects studies.
Second, the patterns of air pollution in some years, especially later years, may be overly generalized, due to the low number of land use predictor variables.
Analysis of covariance models were used to relate changes in status of alcohol use (predictor variable) to changes in mean fibrinogen levels (outcome variable) over 13 years, with adjustments for covariates.
Similarly, the EGV with the third highest positive load on the marginality factor for all species/forms was the frequency in each spatial unit of land exploited for farming annual crops (land use predictor CROP, cf. Table 1 and Additional files 4, 5 and 6), which is again a variable related to the degree of land occupancy and exploitation by humans.
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In predictive audio coding, it is common to use predictors of orders greater than 10 [6].
"Personalized Learning" seeks to identify genetic, neural and behavioral predictors of individual differences in learning and aims to use predictors to help create optimal teaching paradigms.
The goal in dichotomizing continuous variables was to use predictors that would not involve complicated algorithms so they could be easily utilized by ED clinicians.
Naturally, our goal is to use predictors that have the highest criterion prediction force.
However, sometimes observational health studies do use predictors that have an enduring effect on the health measure over time.
One patient with syncope could be missed to be selected for MRI with using predictor variables.
The binary CoD measures the relative decrease in prediction error when using predictor variables to estimate the target variable, as opposed to using no predictor variables.
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