Exact(37)
On average we attribute 30% of pooling variance to pool construction when using Illumina arrays.
Var econstruction) accounted for between 20-40% of pooling variance across 27 pools in normalized data.
In this report we assume pooling variance is the sum of array variance and pool-construction variance and attempt to determine which makes the greater contribution to the pooling variance.
If arrays 1 and 2 interrogate two different DNA pools, an estimate of pooling variance can be obtained.
Estimates of var econstruction-1) tended to be higher as well, avar econstruction-1e pooling variance.
Pooling variance is the sum of many sources of variation, including in particular, array variance and pool construction variance.
Similar(22)
Results: First, we estimated the prior variance of a gene expression by pooling variances obtained from mixture modeling of large samples in the public microarray database.
The Gaussian Naïve Bayes (GNB) pooled variance classifier was used [13].
The hybrid models combining pooled variance t-tests and Relief algorithm also identified a 15-gene signature (Table S1).
Pooled variance estimates were used.
Hence, parametric t-tests are always pooled variance t-tests.
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