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However, in addition to effect estimates, the statistical procedures also provided variance components which showed that the density of supply has a considerable impact on the regional variance of service volumes.
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However, SAS proc mixed will automatically fit a within-study variance component (on top of the provided variances).
The authors gratefully acknowledge TINE for providing production records and NSG for providing variance components.
That is, if biased estimates from a wrongly specified model are put through the perfectly-adequate mathematics providing variance implications, are the resultant variances "explained" or "accounted for"?
A variance estimator based on Schoenfeld residuals provided better variance estimates for severe model misspecification [ 32].
Only estimator (14) provided a variance of coancestries similar to genealogical values, although all estimators show higher variances; this can also be seen in the simulations because the regression coefficients were less than 1.
Not all studies provided parameter variance estimates.
Sampling errors were estimated by the Taylor series (linearization) method to take account of stratification and clustering using the provided 'masked variance pseudo-psu' and 'pseudo-stratum' variables.
Also, as mentioned above, none of the included studies provided the variance for changes of each outcome from baseline.
Our two-level GEE model controlled for correlation at the household level, but provided no variance estimates.
The MI method also provided low variance but was not as precise as the MM method across all outcomes considered.
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