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PROC GENMOD was used for Generalised Estimating Equations modelling to take clustering of data at farm level into account.
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Sophisticated statistical methods controlling for confounders and taking clustering of data into account were used.
However, taking clustering of data within clinicians into account, this number has to be multiplied by the design effect.
Taking clustering of data in twenty midwifery practices into account and assuming an intraclass correlation of 0.015, the effective sample size is 789.
However, these studies date back to 1990 and they did not take into account clustering of data within practices or analysed effects on aggregated level and they did not distinguish between diagnoses.
Statistical methods controlling for confounders and taking into account clustering of data.
Multi-level robust Poisson and zero-inflated models taking into account clustering of data and over-dispersion in the spread of data will also be scrutinised (alongside the negative binomial model).
This is based on 80% power with a two-sided alpha of 0.05, assuming 60 observed HH opportunities per DCC per measurement time point (i.e. T0, T1, T2 and T3) and taking into account clustering of data within DCCs.
This is based on 80% power with a two-sided alpha of 0.05, assuming 10 children per DCC and taking into account clustering of data within children and within DCCs.
However, in order to obtain correct estimates of the standard-errors, the program needed to be able to take the effects of clustering of data into account.
To take into account the clustering of data, the robust cluster estimator of variance was used for all the regression models cited above.
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