Sentence examples similar to sample validation methods from inspiring English sources

In both of these approaches, cross-validation is important and can be performed across different data sets if the populations are similar enoughor with split-sample validation methods applied to pooled samples when study populations differ.

We assessed the predictive performance of each of the FIRENPP and FIREnoNPP sub-models using a random sub-sample cross validation method [49].

One of these validation methods is the N-20 reference sample group method, in which 20 samples from carefully assessed reference individuals are tested.

This study used gold standard validation methods in a systematically recruited representative sample of women.

The used validation methods show that there is strong correlation between pH value and used sample mixture in the experiment.

Thus we selected an NRAF of 0.2 or higher in the tumor samples because our chosen validation method (Sanger sequencing) lacks sufficient resolution to robustly detect SNVs below this frequency [ 32].

Starting from cell-specific DNA methylation signatures of purified leukocyte samples (validation dataset), the method selects n CpG sites with the highest informativeness with respect to blood cell types and uses this information to predict leukocytes distribution in the target dataset.

To overcome this limitation, Yang et al. [ 2] improved O'Brien method by use of a sample splitting method and a cross validation method as a screening tool for detecting pleiotropic effects.

The sandwich ELISA method for individual analytes was used as a validation method, again using samples from the serum bank.

To validate these analyses, we employed a 10-fold cross validation method by using all 25 samples.

Not surprisingly, this validation method has inevitable limitations in terms of statistical power and sample selection bias.