Sentence examples for allow for the variance from inspiring English sources

Negative binomial models, which allow for the variance to differ from the mean, are often used to model count data when the data is found to be overdispersed [17].

Given a complex data with great variability in different treatments, i.e., overdispersion, the Poisson distribution with one free parameter is too simple to allow for the variance to be adjusted independently of the mean for such a data.

Other methods allowing for the variance in pooled sequencing have been explored.

In brief, the procedure allows for the variance in the explanatory data set to be partitioned into different variable components through the use of covariables (i.e., variables whose influence is partialled out of the analysis).

We estimate the parameters by GLS allowing for the variances of disturbances to differ by city.

Model 4 allows for the variances among different peptides to be different, and its corresponding result in Figure 6 (a) for the control data shows that the high variability of peptides was primarily driven by a single very high component corresponding to Peptide ni0001.

Models 4 to 6 allow for the heterogeneity of variance among peptide groups for the heavy peptides, light peptides and the area ratio, respectively.

Cross-classified models allow for the estimation of the variance at each level, taking into account the complex hierarchical structure.

Experimental approaches that allow for the partitioning of the variance among different stress components and over a hierarchy of spatial scales will be critical in the development of new ecologic indicators.

12 In order to extend beyond estimation of the mean and make formal inferences, both the Lin 1997 and Bang-Tsiatis methods allow for the calculation of variances.

While this does not allow for the hierarchical partitioning of variance, the advantage of this method over AMOVA is that it uses an explicit linear model and does not require an a priori user-defined population structure.