The resulting data were input as categorical environmental variables to inform regression analyses.
Additionally, crosstab analysis further informed the regression results.
The regression method shows reasonable agreement with GTB estimates in the period 2003 2010, when more HIV-test data are available to inform the regression model.
And research purists may be heartened by the existence of a ProVent model with beta estimates that inform a regression model.
13 14 Other strengths include limited missing data, correction of identifiable data errors and inconsistencies, and validation checks to ensure the accuracy of the data used to inform our regression model.
We constructed three models to predict NSLN status: recursive partitioning with receiver operating characteristic curves (RP-ROC), boosted Classification and Regression Trees (CART), and multivariate logistic regression (MLR) informed by CART.
Devo, American new-wave band from Akron, Ohio, that took its name from devolution, the theory of mankind's regression that informed the band's music and stage act.
Despite the small sample size and inherent bias in the characteristics of the STEM open house participants, regression analysis informed by crosstabs analysis revealed some important findings.
The second analysis stage will involve implementing multivariable regression models informed by our causal graphs.
A third technique, multivariate logistic regression (MLR) informed by CART, was performed with variable selection based on paths from the root to the five terminal nodes of unboosted CART [ 31].
However, using the Random Forest regression informs us that it is enough to measure lived health for predicting SRGH.
