Sentence examples for varying random effects from inspiring English sources

Restricted maximum likelihood (REML) was used to distinguish nested models with varying random effects, and maximum likelihood (ML) estimation was used for nested models with varying fixed effects [ 41].

The categorical latent variables represent different trajectory patterns (or classes), while the class-varying random-effect continuous latent variables capture heterogeneity among individuals within the class.

If is cluster varying with random effect, and are the mean and variance of the within-cluster effect.

We used varying coefficient models with random effects to assess the association of maternal bone lead with weight trajectories of 522 boys and 477 girls born between 1994 and 2005 in Mexico City.

Participant traces were modelled as random effects with varying intercepts [24].

Finally, we originally aimed to model the effects of both year and each indicator as varying by practice (that is, random effects), but these models were very complex and did not converge in some cases.

For départements, 95%% of the random effects varied from −0.64 to 0.62 (i.e. OR varying between 0.52 and 1.87).

For veterinary practices, 95%% of the random effects varied from −0.77 to 0.95 (i.e. OR varying between 0.46 and 2.59).

The individuals are assumed to be described by a common structural model with some of the model parameters varying within the population (so-called random effects parameters), while other parameters are invariant between subjects (so-called fixed effects parameters).

In the case of the transition from susceptible to infectious, the cohort random effects were also time varying.

However, our interest lies not only in estimating the fixed covariate effects but also in estimating the random effects parameters that account for varying correlations among family members.