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However, our moves through the model space are designed to accommodate correlations among the variables.
Because individual cages are measured repeatedly in time, a first-order autoregressive model is used to accommodate correlations among measurements from the same cage.
As explained in the caption of Figure 1, our database construction can easily accommodate correlations of this type.
To generate multivariate linear models accounting for the large- p (expression transcript levels) small- n (number of subjects) problem, and to accommodate correlations among predictor variables, we used the least absolute shrinkage and selection operator (LASSO) [ 20] estimation.
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As per Train [34], mixed logit model with random parameters can accommodate correlation of utilities of the same driver.
We therefore selected a multivariate approach which is able to accommodate correlation arising from the overlap among the probes in a probe set (Fig. 2). Figure 2 shows that (i) segregant data, as one might expect, typically produce two distinct clusters, and (ii) parental data are informative, but not always representative of the segregants with which they share a genotype.
This has the advantage of accommodating correlation between variables and providing a single, easily understood, summary statistic for missingness.
This mixture model is designed to accommodate the correlation among the angular variables.
We built these models to accommodate the correlation inherent in our data and account for clustering.
A random intercept was used to accommodate the correlation from the same subject.
To accommodate the correlation between successive scans, both models included a random effect for subjects.
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