Sentence examples for multilevel model the from inspiring English sources

In this study, we present the multilevel model (the two-level and the three-level models) for summarizing single-case results over cases, over studies, or both.

In a multilevel model the ORs are additionally adjusted for unobserved hospital-level characteristics via the random effect.

38, 39 For the multilevel model, the hierarchy was defined as level 1 (the repeated measurements), nested within the level 2 unit (the individual subject).

According to the multilevel model, the mean difference in numerical frequencies between two adjacent ordinal responses was 15.2 (Table 1), i.e., one OHIP point corresponded to approximately 15 problems occurrences.

A: This approach used either a multilevel mixed-effects logistic regression or a Generalized Estimating Equation (GEE)[ 24] to obtain an effect parameter as a subject-specific Odds Ratio (OR), or a population average OR, the former from the multilevel model, the latter from the GEE analysis.

We therefore use standard linear regression analysis to test hypothesis 2. Model I in Table  4 shows that in a multilevel model the effect of competition on the level of punishment of defectors is significant (p = 0.074; two-tailed), given that the hypothesis is directional.

In multilevel modelling the dependency structure in data is taken into account.

For multilevel models, the numbers of units at higher levels (ie, area and families) are also important.

When the model is controlled for the variables that were significant in crude multilevel modeling, the VPC increased to 27.2% (Table  4).

In the context of multilevel modelling, the empty model provides an estimate of the basic partition of the variability in the data between the two levels.

We estimated the parameters in the multilevel model using the maximum likelihood method.