Sentence examples for data transformation results from inspiring English sources

The problem of an extensive data transformation results in a situation in which we cannot always justify the biological meaning of a particular readout, and adjustment of the final results to the working hypothesis may introduce systemic bias and, in the end, manipulate the results.

Following analyses involving data transformations, the results were back transformed to return the estimates to their original scale and units.

In contrast, due to the large number of zeros for nonexpressed genes in RNAseq data (often around 50%), log transformation results in many invalid mathematical operations.

Stepping through the tiers of architecture results in data transformation from loosely structured (semi- or unstructured) document to rigidly structured data records.

Obviously more programming is needed for reading the data, outlier control, data transformation, and post-processing the results to calculate confidence intervals, equivalence limits and plotting the graphs.

The synthesis statements remain consistent with the review authors' work but also build in the results of the data transformation performed in earlier steps.

Results show that our method produces masked datasets that better minimises the information loss resulting from the data transformation.

The best data transformation from the Box Cox family of power transformations [27] resulted in log transformations for all iron metabolism variables.

A reasonable alternative is to transform all cell frequency measurements using the arcsine-square-root [18], and the results we present here are generated using this data transformation.

All three approaches gave similar results (not shown) which led us to use the first two data transformation approaches for subsequent multivariate analysis.

If the results of the Levene's test were significant (p < 0.05) following data transformation, we used an ANOVA-Welch test for further analysis.