Sentence examples for main model we from inspiring English sources

For our main model we use - as before - the logistic regression model with the features used for the next place prediction model.

In the Cellular Automaton model, which is the main model we have studied, substrates (nucleotide monomers) were not explicitly considered for simplicity.

Based on prior biological and epidemiological knowledge, we specified potential confounders and correspondingly, in our main model, we adjusted for age, sex, smoking status, physical activity, BMI, individual socioeconomic status (SES), neighborhood unemployment rate and an indicator for city.

In the following, we describe the main model we use while various modifications are further discussed later and in the Additional file 1. Figure 1B schematically presents the components of the model.

Given the impact of ethnicity in the main model, we tested the observed relationship in a Caucasian nonmigrant subset of participants (n = 123, mean age 65.0 ± 11.7 vs. 64.0 ± 10.6 years for no/mild DR vs. PDR groups, respectively, P = 0.621) and found no difference between groups for mean ACE-R score (85.7 ± 10.50 [ n = 77] vs. 87.7 ± 7.5 [ n = 46], P = 0.274).

In the main models, we standardized mortality across BMI groups to isolate the effect of changes in diabetes incidence.

To evaluate the robustness of our main analysis model, we performed a series of models that included additional covariates.

After developing a multivariable main effects model, we tested for an interaction between sex and prenatal ETS exposure, and between sex and blood lead concentration.

Finally, after refining a main effects model, we checked assumption of Cox's proportional hazard model for all variables in our multivariate model, further examining interactions between independent variables.

Results were also comparable to those shown for the main models when we repeated these sensitivity analyses among infants who were not breast-fed, in the low maternal vitamin D group, or in the high fruit-and-vegetable intake group (data not shown).

Once the main model is constructed, we will evaluate possible interactions, with a particular focus on the specific effects of each IPCT.