Sentence examples for coefficient was retained from inspiring English sources

The strongest confounder based on the change in the regression coefficient was retained in the model, and subsequently, all remaining potential confounders were entered one by one.

In the first iteration 40,000 SNP with the highest absolute value of the regression coefficient were retained in the SNP list.

All relevant features with non-zero coefficients were retained and assumed to be "key hub genes".

Using NCI-60 expression data, only those miRNA-mRNA pairs that have statistically significant Pearson correlation coefficients were retained.

For example, wavelet-based denoising algorithms have been employed with varying degrees of success by transforming the data in a manner where only a few large (and therefore meaningful) coefficients are retained with the noise being removed by eliminating the smaller wavelet coefficients.

Another important difference is that maSigPro follows a second step that obtains the best model for each gene such that only significant coefficients are retained in each model, whereas edgeR applies the same model to each gene under the multifactor consideration.

Confounding was assessed throughout model development; if adding or removing a variable resulted in greater than a 20-30% change of an independent variable's coefficient it was retained in the model [ 34].

The top 90th percentile (by coefficient of variation) was retained, resulting in a dataset with 2208 genes.

After pre-processing the resulting dataset was filtered to exclude features according the following criteria: (i) probe sets without an Entrez Gene ID annotation, (ii) Affymetrix quality control probe sets, (iii) if multiple probe sets mapped to the same Entrez Gene ID, only the probe set with the highest coefficient of variation was retained.

The strongest confounder was retained from each round, until the regression coefficient did not change significantly by adding the next confounder.

To avoid multi-colinearity, only one variable was retained in a set of variables with a correlation coefficient greater than 0.5.