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Multivariable logistic and linear regression models were used to assess the associations of GWG (using IOM categories and estimates from the multilevel model described above and in the Web Appendix) with offspring outcomes.
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This is the simplest form of multilevel model, as described by Goldstein (1995).
However, we think we have estimated QALYs accurately using the multilevel linear models described in the technical appendix (web extra on bmj.com).
In order to address the secondary research questions: We will fit further multilevel linear models described above to examine changes in levels of social cohesion; We will assess the effect of population migration by including a term in these models for whether a participant has moved (yes/no) and whether that move was out of, or into, another Communities First LSOA.
Our subsequent analyses are summarized in Table 4 where the model fit in multilevel models is described by Akaike's index.
The hierarchical, multilevel analysis observed a conceptual framework to appraise covariates of dental pain, according to the model described by Victora et al. [ 29].
24 For the 9402 women in ALSPAC who had a normal pregnancy without pre-eclampsia, essential hypertension, or diabetes, and delivered a term infant appropriate size for gestational age we used multilevel models to describe the trajectory of change in mean arterial pressure using the observed repeated measurements across the whole of pregnancy and the exact gestational ages at measurement.
The techniques of multilevel modelling have been well described [ 37- 39].
Since our data structure is best described as hierarchical (parties nested in countries), we run a multilevel model with country-level random intercepts.
We used a multilevel modeling strategy that we have described previously (Berhane et al. 2004).
multilevel model.
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