Sentence examples for multilevel modelling with from inspiring English sources

Longitudinal analysis was performed on the number of bruises using multilevel modelling with Poisson distribution and a log link function.

Repeated measures analysis using multilevel modelling with time as a linear predictor was undertaken in SPSS (SPSS Inc, Woking, Surrey, UK).

Data from the cross-sectional Caerphilly Health and Social Needs Survey were analysed using multilevel modelling, with individuals nested within enumeration districts.

This analysis will use repeated measures multilevel modelling, with a 2-level model (repeated PCS score within patients) with the same explanatory variables as for the 12-month analysis.

The results from logistic regression analyses were adjusted for clustering by means of multilevel modelling with random intercept at the group and doctor level, and random slope at diagnoses for doctors.

To compare clinician's confidence in their diagnostic decisions, multilevel modelling with patient as a level 2 unit will be used to take into account the non-independence within patient data due to repeated measures.

Therefore, we must consider multilevel models with area effects.

We use linear multilevel models with random intercept and we account for sample selection.

Coradi Vellacott et al. (2003) have analyzed the PISA 2000 data for Switzerland using a hierarchical multilevel model with dummy variables for the share of students who do not speak the test language in the second level of their model.

A statistical method is presented for attributing explained variation in patient care to different levels of aggregation in a multilevel model with the aim of prioritizing and targeting quality improvement interventions.

Age increases were observed consistently across unadjusted, restraint-adjusted, and multilevel models with the largest age impacts noted for those aged 80 and over (Figure 1). Figure 1 Rear passenger adjusted mortality by age group (odds ratios with 95% confidence intervals).