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Scaling factors have been proposed to balance variance contributions from response variables, quantitative and categorical variables.
The allocation sequence was created by Medpace using a Williams design to balance variance from potential carry-over effects.
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This phenomenon may relate to the balance between variance and bias of generalization error in statistics.
This strategy found a 16-class system as an attractive solution for this data as it provided a balance between variance explained and potential sample size.
Therefore, we choose to illustrate the approach with k = 16 as this number of classes suggests a reasonable mapping of our data given the sufficient balance between variance explained (mean R = 0.67) and expected class sample size (n = 170 days).
Variables detectable by labs include temperature, dilution, pH balance, age/gender variance, and much more.
This approach contrasts with the conventional bandwidth choice rule for nonparametric estimation where the focus is the nonparametric quantity itself and the choice rule balances asymptotic variance with squared asymptotic bias.
Reasons for choosing the boosting regression include (a) the adaptability to achieve the optimal balancing of variance and error, (b) the ability to easily identify genes, and (c) a high computational accuracy and a low calculation time.
The final solution was selected based upon criteria of explanation of a good proportion of the variance, balance of loading onto components and conceptual similarity.
To examine isometric hip strength in those with and without CAI, and determine the degree of Star Excursion Balance Test (SEBT) variance explained by isometric hip strength.
There are several heuristic ways to proceed in order to select (varepsilon^{2}) (Wabha 1990; Hansen 1992; Hilgendorf 1997), but the criterion described below is based on a balance between total variance of PFE and model resolution.
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