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Since we are interested in fitting a marginal model and we are likely to have an unbalanced dataset with unequal observations per subject we used simple bootstrap case-resampling.
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In addition, linear mixed-effects models are particularly useful for longitudinal data because each patient can have an unequal number of observations, although individuals with more observations will contribute more precise information to parameter estimation [ 31].
To describe an adjustment of the Bland Altman approach to evaluate possible patterns of discord between two measurement methods with an unequal number of observations per case.
To account for unequal number of observations, multiple comparisons between groups were performed by the Tukey-Kramer [ 23] method.
However, where there are unequal numbers of observations within a cluster across the stratum of interest, and the additional component of variance is most naturally regarded as additive rather than multiplicative, the adjustment they make is inappropriate.
This software, for the point and standard error statistic estimation, takes into account the unequal probability selection of observations, stratification and clustering of observations.
We also report 95% confidence intervals (CIs) adjusted for design effects, stratification, and clustering and for unequal weighting of the observations.
Survival analysis was chosen to analyse the time data (behaviour durations related to oviposition events) because this type of analysis can handle unequal sample sizes, censored observations and data that are not normally distributed (Manly 1992).
MSE does not weight observations for unequal variance.
Any observation of unequal treatment in the current experiment can, therefore, not be generalized to later stages in the recruitment process.
The common feature unifying all these disparate networks is that each of them has to be assembled from a rapidly growing avalanche of conflicting observation of unequal quality that need to be reconciled at a large scale.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com