Sentence examples for estimate batch from inspiring English sources

This empirical Bayes estimation procedure allows information from all genes to be used to estimate batch effects for each gene, providing more stable estimates than the standard sample mean and sample variance.

The new OPD method was used to estimate batch and relative fecundity on a larger sample of fish (selected according to their length).

When the sample size is small, an empirical Bayes method can be used to estimate batch effects jointly using all probes on the array (11).

Then, we extend this to a scenario where we also estimate batch effects, an adjustment variable that arises in many large microarray datasets, and, as shown below, can also be present in smaller studies.

This empirical Bayes procedure allows information from all genes to be used to estimate batch effects for each gene, providing more stable estimates than the standard sample mean and sample variance.

Median-centered data from all plates were pooled with batch-level negative controls to estimate batch-wide standard deviation.

By using multiple linear regressions, the estimated batch kinetic constants for substrate depletion and product formation and given in Table 2 and estimated parameters are represented graphically in Fig. 1.

However, these algorithms typically focused on accurately estimating batch effects and then removing them using various methodologies.

Our experimental design is illustrated in Figure 2. We demonstrate models for estimating batch effects using the empirical Bayes approach of Johnson et al [ 3].

We here show how to use the EnKF as smoothing algorithm by estimating batches of states.

A range of methods can be applied to estimate the batch fecundity of species with an indeterminate reproductive strategy.