Sentence examples for by transforming the data from inspiring English sources

If data did not appear to be normally distributed, we tried to achieve normality by transforming the data (log scale and cubic transformation).

In addition, for the PK-PD analysis of KAE609, an IC99 value was determined by transforming the data from a scintillation counter (Anscombe transformation) to account for Poissonian measurement error.

Preprocessing In this step, we refer to an ETL (extraction transformation loading) tool for preparing and cleansing data by transforming the data to a proper format and selecting only certain columns to load.

Spearman's correlation was used for the non-normally distributed V240EM data because a normal distribution was not achieved by transforming the data.

In this process, the full 3D vicinity of each sphere is evaluated by transforming the data to spherical coordinates relative to the respective sphere's center.

If the shape is skewed to either side of the mean, then often it is necessary to adjust the shape by transforming the data into Gaussian form.

PCA reduces the dimensionality of the data by transforming the original data set to a new set of variables called principal components (PCs) to extract the prominent features of the data [23, 42].

In this review we describe tools which try to simplify the analysis and interpretation of biological data by transforming the raw data into logically structured and visually tangible representations.

PIC's take phylogenetic relationships into account by transforming the species data into statistically independent data.

A normal distribution was obtained by log2 transforming the data, mean subtracting it, and normalizing by the standard deviation.

The data compression is done by transforming the original data into a new set of variables which are uncorrelated with one another.