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Some variance is allowed in word order for purposes of emphasis or of flow of information in the discourse.
The process noise determines how much variance is allowed in the model: high values allow for more variation but if it gets too high the estimation could become inaccurate.
Therefore, we consider the negative binomial distribution which explicitly models overdispersion, i.e. the variance is allowed to be larger than the mean.
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LSTAR-LST-GARCH models are LSTAR-LST-GARCH, LSTAR-LST-FIGARCH, LSTAR-LST-APGARCH, and LSTAR-LST-FIAPGARCH models and possess both ST-GARCH (Lundberg and Terasvirta 1998) and STAR-GARCH characteristics since both the conditional mean and the conditional variance are allowed to follow STAR type nonlinearity.
We used the default prior parameters, which imply that a 95% interval for the mean effect size is approximately +/−0.4 phenotype standard deviations, while under the general model the phenotypic variance was allowed to vary over genotypes by about 5%.
Although staffing ratios had been set, there were no explicit boundaries regulating deviations from standards such as in Slovenia where a 10% variance was allowed [ 19].
We then fitted three further models, for which the polygenic variance was allowed to vary by age group (20 29, 30 39, 40 49, 50 59 and 60 69 years; Table 3).
In the second model, the polygenic variance was allowed to be different from the modifying variance, but the latter was constrained to be the same for BRCA1 and BRCA2 carriers.
Variances were allowed to differ by camera.
However, the intercept and residual variances are allowed to vary across groups.
Variances were allowed to differ between treatments.
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CEO of Professional Science Editing for Scientists @ prosciediting.com