Sentence examples for taking clustering within from inspiring English sources

Data will be analysed using random effects models, taking clustering within studies into account.

To take clustering within practices into account, we applied the sample survey methods in STATA version 9.2 [ 30].

In the log-binomial and linear mixed-effects models, random intercepts and random slopes will be included to take clustering within studies into account.

Regression analyses used methods taking clustering of siblings within families into account, using the generalised estimating equations (GEE) procedure [ 45].

However, taking clustering of data within clinicians into account, this number has to be multiplied by the design effect.

Analyses of measurements at individual level (i.e., exposure assessment and questionnaire) will be performed by means of multi-level analyses taking clustering of observations of workers within the same company into account, as well as repeated measurements within one worker [ 40].

To examine the association with potential risk factors and to take clustering of persons within households into account, univariate odds ratios (OR) were estimated by logistic regression with robust standard errors.

Multilevel analyses will be used in order to take clustering of observations of workers within the same team into account, as well as repeated measurements within one participant [ 56].

Third step: With all parameters included by step 1 and 2, a GEE model was calculated that took cluster effects within a department into account.

To take clustering into account in the model evaluation, we assessed the predictive performance in individual anesthesiologists (within cluster performance).

Regression techniques that take clustering into account [ 3- 6] are frequently used in cluster randomized trials and in etiologic research with subjects clustered within e.g. neighborhoods or countries.