Sentence examples for using the null distribution from inspiring English sources

The significance of the observed Φ or F-statistics was tested using the null distribution generated from 5,000 non-parametric random permutations of the data matrix variables.

The significance of the observed Φ- or F-statistics was tested using the null distribution generated from 10,000 non-parametric random permutations of the data.

FDR was calculated using the null distribution of Tajima's D derived from the coalescent simulation data.

FDR was calculated using the null distribution of Tajima's D from simulated data.

Indeed, these methods calculate the test statistic based on expression of genes G,, which are samples from, with significance calculated using the null distribution obtained by calculating (many) values of the statistic under permutations of sample labels.

Having identified caveats to the ranking of GWAS results, we performed 10,000 permutations of case-control status and used the null distribution of t statistics from the age-adjusted partial correlation analysis to correct the original rank, which then showed an unbiased distribution (Fig. 1B).

That is, we use the null distribution, with free parameters, and.

Since node degree predicts gene function using multifunctionality without association information, its prediction performance could be used as the null distribution in computing p-values for the true association matrix, instead of using a permuted matrix as the null distribution.

The distribution of T m will be used as the null distribution of the statistic.

The distribution of {ℑ Y k | Y k ∈ Y′} is used as the null distribution.

This distribution was used as the null distribution to obtain the number of windows with a particular count of reads expected in the absence of significant binding.