Sentence examples for an appropriate variance from inspiring English sources

Herein, there is no need to choose an appropriate variance manually.

By modelling the residual variance per cluster through an appropriate variance structure (i.e., the varIdent structure) we were able to account for this variability in the data, which resulted in a model with smaller standard errors for the parameter estimates as compared to the other tested models (Table 1).

In figures, these RRs are presented as "floating absolute risks", which ascribes an appropriate variance to the log of the RR in every group (including the reference group with RR of 1.00), allowing comparisons to be made between any 2 groups.

By modelling the residual variance per cluster through an appropriate variance structure (i.e., the varIdent structure) we were able to account for this variability in the data, which resulted in a model with smaller standard errors for the parameter estimates as compared to the other tested models (Table  1).

Mixed models are also useful to account for the autocorrelation of residuals over time and hints are given for the selection of an appropriate variance-covariance structure.

After normalization, gene expression is measured on a continuous scale such that after an appropriate variance-stabilizing transformation (e.g. log-transformation)—GPLVM can be applied without modification.

Here, i indexes n samples, y is the observed count, y ^ i is the predicted value and V a r y ^ i is the appropriate variance of the predicted value (y ^ i for the Poisson, k ^ y ^ i for the OD Poisson and y ^ i + ϕ ^ y ^ i 2 for the NB).

Normally distributed data were subjected to an unpaired, two-tailed t-test employing the appropriate variance parameter (equal or unequal variance).

To apply the appropriate variance model for rate comparisons, we used a β-regression model to determine the hotspot regions showing statistically significant differences in hotspot rates between the two conditions.

The excitation noise is generated with the appropriate variance so that the channel vectors are WSS.

In such settings, appropriate variance adjustments must be made in order to estimate the sufficient sample size correctly.