Sentence examples for models with individuals from inspiring English sources

We then refit our final models with individuals only showing biochemical evidence of T2D without actual diagnosis.

The data will be analyzed with random intercept multilevel regression models with individuals nested in countries.

Regressions were specified as two-level random-intercept models with individuals nested inside of practices.

Cross-classified multilevel models with individuals nested within areas at the 3 ages showed that models assessing a single time point underestimate total area contributions to physical capability.

The unit of analysis was 'cells', and our models were structurally identical to models with individuals at level 1. 23 The response variable, proportion of deaths in each cell, was modelled with allowances made for the varying denominator in each cell.

The influence of aggregate data and individual data on adherence to repeat screening ('occasional participants' vs 'compliant participants'), was analysed, firstly using univariate logistic regression, then two-level (multilevel) logistic regression models with individuals (level 1) residing within the areas (level 2).

This was preferred to the less stable multi-level models with individual modelled as a random effect.

We estimated several models with individual, or a combination of, factors to assess their effect size and significance given some level of collinearity between fitness and efflux-type (Fig. 3, Supplementary Fig. 5a r).

Models with individual and sex variability (M1), sex-related differences (M2), individual variability (M3) and nonhierarchy (M4) were developed to estimate growth of E. capsaeformis and A. pectorosa.

Combining habitat models with individual-based models is a powerful and robust approach that could be widely applied to delineate dispersal corridors of large carnivores and quantify patch connectivity even if data are scarce.

These "combined protocols" can be formulated as HDS models with individual covariates, and thus they have a commonality with HDS models involving group structure (group size being just another individual covariate).